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#IRS OR @IRSNews OR @IRSTaxPros_2021-11-27_14-06-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 27, 2021
Short Description:
#IRS OR @IRSNews OR @IRSTaxPros via NodeXL https://bit.ly/3xthlXv
@irsnews
@irstaxpros
@irs_ci
@jwb1216
@lauramcginnist
@ustreasury
@joebiden
@potus
@saasystacy
@bleustar9757

Top hashtags:
#irs
#taxes
#tax
#covid19
#eidl
#ias
#ips
#ifs
#childtaxcredit
#css

Description:
Description
The graph represents a network of 4,968 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 Saturday, 27 November 2021 at 22:13 UTC.

The requested start date was Saturday, 27 November 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 12-day, 11-hour, 9-minute period from Sunday, 14 November 2021 at 11:50 UTC to Friday, 26 November 2021 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 : 4968
Unique Edges : 4929
Edges With Duplicates : 11774
Total Edges : 16703
Number of Edge Types : 5
Mentions : 6314
MentionsInRetweet : 3565
Replies to : 1763
Retweet : 2469
Tweet : 2592
Self-Loops : 2669
Reciprocated Vertex Pair Ratio : 0.016398243045388
Reciprocated Edge Ratio : 0.0322673581100547
Connected Components : 748
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 3631
Maximum Edges in a Connected Component : 13861
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.764488
Graph Density : 0.000281325346319525
Modularity : 0.354172
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,968 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 Saturday, 27 November 2021 at 22:13 UTC.

The requested start date was Saturday, 27 November 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 12-day, 11-hour, 9-minute period from Sunday, 14 November 2021 at 11:50 UTC to Friday, 26 November 2021 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".

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:
[127] https://danielbrummitt.com/2021/11/06/irswhistleblowers-informative-book-on-amazon-via-irswhistle-irs-taxes-endthefed/
[120] https://www.instagram.com/accounts/login/
[57] https://www.irs.gov/uac/tax-scams-consumer-alerts
[46] https://whispersinthecorridors.com/
[45] https://www.irs.gov/newsroom/expanded-tax-benefits-help-individuals-and-businesses-give-to-charity-during-2021-deductions-up-to-600-available-for-cash-donations-by-non-itemizers
[35] https://www.irs.gov/individuals/steps-for-tax-filing-season
[34] https://www.irs.gov/news
[31] https://www.irs.gov/disaster
[30] https://www.irs.gov/newsroom/taxpayers-can-find-legitimate-charities-using-the-tax-exempt-organization-search-tool
[29] https://irs.gov/

Top URLs in Tweet in G1:
[13] https://www.irs.gov/individuals/steps-for-tax-filing-season
[13] https://www.irs.gov/individuals/irs-tax-volunteers
[12] https://www.irs.gov/newsroom/expanded-tax-benefits-help-individuals-and-businesses-give-to-charity-during-2021-deductions-up-to-600-available-for-cash-donations-by-non-itemizers
[12] https://www.irs.gov/privacy-disclosure/report-phishing
[12] https://irs.gov/
[12] https://www.youtube.com/watch?v=0yyY2vPX_uc&feature=youtu.be

[11] https://www.irs.gov/disaster
[11] https://www.irs.gov/uac/newsroom/irs-outlines-taxpayer-bill-of-rights
[11] https://www.irs.gov/newsroom/a-tip-for-teachers-some-educator-expenses-may-be-tax-deductible
[9] https://www.irs.gov/news

Top URLs in Tweet in G2:
[7] https://www.irs.gov/uac/newsroom/irs-outlines-taxpayer-bill-of-rights
[6] https://www.irs.gov/ptin
[6] https://www.irs.gov/newsroom/tax-professionals-can-now-order-more-transcripts-from-the-irs
[6] https://www.irs.gov/tax-professionals/protect-your-clients-protect-yourself
[6] https://www.usatoday.com/story/money/2021/11/12/churches-accepting-cryptocurrency-offerings/6345925001/?gnt-cfr=1
[4] https://www.irs.gov/newsroom/expanded-tax-benefits-help-individuals-and-businesses-give-to-charity-during-2021-deductions-up-to-600-available-for-cash-donations-by-non-itemizers
[4] https://www.irs.gov/newsroom/irs-advisory-council-issues-2021-annual-report
[3] https://www.irs.gov/individuals/steps-for-tax-filing-season
[3] https://www.youtube.com/watch?v=lcCWObnwMJI&feature=youtu.be

[3] https://www.irs.gov/credits-deductions/advance-child-tax-credit-payments-in-2021

Top URLs in Tweet in G3:
[11] https://markethive.com/jeffreysloe/blog/irstoseizecryptoin2022
[10] https://www.capstoneiasacademy.com/
[10] http://www.santhoshbabu.org
[9] https://www.debrarrichardson.com/essentials
[8] https://www.peterlivingston.com/blog/tax-changes-whats-in-whats-out#.YZUkW-5nyEQ.twitter
[7] https://agaxiolacpa.com/en/blog-en/news
[6] https://www.irs.gov/credits-deductions/advance-child-tax-credit-payments-in-2021
[6] https://www.irs.gov/newsroom/expanded-tax-benefits-help-individuals-and-businesses-give-to-charity-during-2021-deductions-up-to-600-available-for-cash-donations-by-non-itemizers
[6] https://www.irs.gov/newsroom/why-its-important-that-taxpayers-know-and-understand-their-correct-filing-status
[6] https://twitter.com/elonmusk/status/1462602564457873410

Top URLs in Tweet in G4:
[15] https://www.irs.gov/compliance/criminal-investigation/local-nonprofit-ceo-sentenced-to-4-years-in-prison-for-tax-fraud
[6] https://twitter.com/patriottakes/status/1459699199931416581
[6] https://www.irs.gov/pub/irs-pdf/f13909.pdf
[4] https://www.irs.gov/compliance/criminal-investigation/dc-tax-return-preparer-sentenced-to-14-months-in-prison-for-carrying-out-tax-scheme
[3] https://www.irs.gov/compliance/criminal-investigation/dallas-real-estate-developer-sentenced-to-8-years-in-prison-for-bribery
[1] https://www.irs.gov/compliance/criminal-investigation/louisville-pharmacist-sentenced-to-federal-prison-for-health-care-fraud-scheme-involving-pain-cream-prescriptions
[1] https://irs.gov/criminalinvestigation
[1] https://www.irs.gov/compliance/criminal-investigation/irs-ci-releases-annual-report-highlighting-2500-plus-investigations-law-enforcement-partnerships
[1] https://www.irs.gov/compliance/criminal-investigation/irs-ci-selects-new-executive-special-agent-in-charge-for-new-york-field-office
[1] https://twitter.com/chainalysis/status/1461054467982381067

Top URLs in Tweet in G5:
[49] https://www.irs.gov/uac/tax-scams-consumer-alerts
[23] https://www.irs.gov/newsroom/taxpayers-can-find-legitimate-charities-using-the-tax-exempt-organization-search-tool
[23] https://www.irs.gov/news
[20] https://www.irs.gov/socialmedia
[18] https://www.irs.gov/scams
[18] https://go.usa.gov:443/xdQYX
[18] https://www.irs.gov/newsroom/expanded-tax-benefits-help-individuals-and-businesses-give-to-charity-during-2021-deductions-up-to-600-available-for-cash-donations-by-non-itemizers
[16] https://www.irs.gov/alertas
[16] https://irs.gov/
[16] https://www.irs.gov/disaster

Top URLs in Tweet in G6:
[21] https://cpatrendlines.com/big-bonus-reasons-to-go-pro-today/
[9] https://www.irs.gov/pub/irs-pdf/f1120ssk.pdf
[7] https://www.irs.gov/newsroom/irs-unveils-new-online-identity-verification-process-for-accessing-self-help-tools
[5] https://www.taxpayeradvocate.irs.gov:443/news/tas-ability-to-help-with-delayed-refunds-is-limited
[4] https://go.usa.gov:443/xHCc2
[4] https://www.irs.gov/individuals/steps-for-tax-filing-season
[4] https://www.irs.gov/newsroom/taxpayers-who-arent-eligible-for-the-child-tax-credit-should-look-into-the-credit-for-other-dependents
[3] https://www.youtube.com/watch?v=XMAK_KkScAc&feature=youtu.be

[3] https://procedurallytaxing.com/senators-question-company-offering-fee-based-access-to-irs-phone-lines/
[3] https://connect.nsacct.org/blogs/erica-ryder1/2021/11/22/nsa-sends-letter-to-irs-congress?CommunityKey=2445fc01-ba28-439f-9540-e45875ebd14b

Top URLs in Tweet in G7:
[1] https://twitter.com/reason/status/1464203037757431811
[1] https://www.youtube.com/watch?v=DpODfv8SCIU&feature=youtu.be

[1] https://twitter.com/clarkcountynv/status/1460719099978428420
[1] https://twitter.com/people4bernie/status/1460420658354016259
[1] https://twitter.com/irsnews/status/1462768302472716292
[1] https://twitter.com/irsnews/status/1463493102551900164
[1] https://www.gao.gov/products/gao-20-656?utm_source=twitter&utm_medium=social&utm_campaign=gpi
[1] https://waysandmeans.house.gov/legislation/hearings/oversight-subcommittee-hearing-opportunity-zone-program-and-who-it-left-behind
[1] https://nypost.com/2021/11/22/elon-musk-boebert-attack-bidens-irs-staffing-increase/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://twitter.com/book_leslie/status/1461702564089585675

Top URLs in Tweet in G8:
[2] https://www.taxdefensenetwork.com/blog/what-is-the-savers-credit/
[2] https://www.taxdefensenetwork.com/blog/employee-retention-credit-ends-earlier-than-expected/
[1] https://home.treasury.gov/news/press-releases/jy0482
[1] https://www.grassley.senate.gov/imo/media/doc/irs_pdc_program_fy_2021_quarterly_update_through_june_2021.pdf
[1] https://twitter.com/Metropoles/status/1463191194272423945
[1] https://thefederalist.com/2021/11/19/joe-biden-wants-to-have-the-irs-harass-americans-while-dodging-it-himself/
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DYPOttSjym8k&q=EgS4SO-bGJHD8IwGIhBllCMCnsnifyG_FKwXaCkfMgFy
[1] https://www.irs.gov/newsroom/frequently-asked-questions-for-states-and-local-governments-on-taxability-and-reporting-of-payments-from-coronavirus-state-and-local-fiscal-recovery-funds
[1] https://twitter.com/essenviews/status/1460630753218236424
[1] https://www.irs.gov/credits-deductions/advance-child-tax-credit-payments-in-2021

Top URLs in Tweet in G9:
[3] https://app.convercent.com/en-us/LandingPage/20546053-a4b9-eb11-a97d-000d3ab9f296
[3] https://oes.gsa.gov/events/
[2] https://www.hollywoodreporter.com/movies/movie-features/hfpa-grant-making-program-charity-1235050981/
[1] https://www.wric.com/news/politics/capitol-connection/one-year-after-applying-the-wait-for-covid-relief-grants-for-small-businesses-continues-in-virginia/
[1] http://www.fightcybercrime.org/military

Top URLs in Tweet in G10:
[2] https://www.coindesk.com/policy/2021/11/18/irs-seized-35b-in-cryptocurrency-during-fiscal-2021/
[1] https://www.youtube.com/watch?v=2tvfHM5yCCI&feature=youtu.be

[1] https://twitter.com/djehistory/status/1456332722088054787
[1] https://twitter.com/federalreserve/status/1461409899477405704
[1] https://twitter.com/RBReich/status/1460688896711299073
[1] https://www.certik.org/projects/shib
[1] https://www.youtube.com/watch?v=c0z87y07NvU


Top Domains
Top Domains in Tweet in Entire Graph:
[1325] irs.gov
[280] twitter.com
[208] youtube.com
[128] danielbrummitt.com
[128] instagram.com
[103] usa.gov
[89] usajobs.gov
[61] reddit.com
[46] whispersinthecorridors.com
[21] cpatrendlines.com

Top Domains in Tweet in G1:
[315] irs.gov
[43] youtube.com
[43] twitter.com
[19] usa.gov
[9] iacoimmigration.org
[5] hamlethub.com
[4] dontmesswithtaxes.com
[4] govconwire.com
[3] instagram.com
[3] irsvideos.gov

Top Domains in Tweet in G2:
[65] irs.gov
[59] twitter.com
[9] youtube.com
[6] usatoday.com
[4] investopedia.com
[3] washingtonpost.com
[3] accountingweb.com
[2] irstaxforumsonline.com
[2] wikipedia.org
[2] abc7chicago.com

Top Domains in Tweet in G3:
[84] irs.gov
[51] twitter.com
[18] youtube.com
[15] linkedin.com
[12] markethive.com
[12] agaxiolacpa.com
[11] accountingtoday.com
[11] peterlivingston.com
[10] masterstaxusa.com
[10] capstoneiasacademy.com

Top Domains in Tweet in G4:
[56] irs.gov
[22] twitter.com
[2] youtube.com
[1] usa.gov
[1] forbes.com
[1] wsj.com
[1] nytimes.com

Top Domains in Tweet in G5:
[696] irs.gov
[119] youtube.com
[89] usajobs.gov
[60] usa.gov
[10] google.com
[8] twitter.com
[7] facebook.com
[4] instagram.com
[3] linkedin.com
[2] craigwsmalleyea.com

Top Domains in Tweet in G6:
[87] irs.gov
[61] reddit.com
[21] cpatrendlines.com
[13] usa.gov
[13] dontmesswithtaxes.com
[10] twitter.com
[10] taxnotes.com
[6] youtube.com
[6] forbes.com
[5] ustaxaid.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] youtube.com
[1] gao.gov
[1] house.gov
[1] nypost.com

Top Domains in Tweet in G8:
[4] taxdefensenetwork.com
[3] twitter.com
[2] irs.gov
[1] treasury.gov
[1] senate.gov
[1] thefederalist.com
[1] google.com
[1] nyc.gov

Top Domains in Tweet in G9:
[3] convercent.com
[3] gsa.gov
[2] hollywoodreporter.com
[1] wric.com
[1] fightcybercrime.org

Top Domains in Tweet in G10:
[3] twitter.com
[2] coindesk.com
[2] youtube.com
[1] certik.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4760] irs
[363] taxes
[348] tax
[321] covid19
[301] eidl
[292] ias
[280] ips
[252] ifs
[248] childtaxcredit
[198] css



Top Hashtags in Tweet in G1:
[587] irs
[64] childtaxcredit
[33] irstaxtip
[33] tax
[31] taxsecurity
[23] givingtuesday
[17] getready
[17] tbor
[12] hhweek
[11] taxrefund

Top Hashtags in Tweet in G2:
[157] irs
[18] taxpros
[13] childtaxcredit
[12] joebiden
[11] opti
[9] tax
[9] taxsecurity
[7] tbor
[7] monthlystimuluschecksnow
[6] taxes

Top Hashtags in Tweet in G3:
[856] irs
[150] taxes
[105] tax
[47] accountant
[41] accounting
[38] cryptocurrency
[37] crypto
[37] bookkeeping
[36] payroll
[35] smallbusiness

Top Hashtags in Tweet in G4:
[209] irs
[9] covid19
[8] taxes
[8] tax
[7] fraud
[6] annualreportfacts
[6] cryptocurrency
[6] taxpros
[5] bitcoin
[4] virtualcurrencies

Top Hashtags in Tweet in G5:
[1366] irs
[130] taxsecurity
[87] irsjobs
[85] childtaxcredit
[78] irstaxtip
[74] taxpros
[57] nowhiring
[32] getready
[29] hhweek
[23] today

Top Hashtags in Tweet in G6:
[298] irs
[105] tax
[62] income
[14] taxes
[14] taxtwitter
[13] prep
[9] childtaxcredit
[7] refund
[7] taxtip
[6] policy

Top Hashtags in Tweet in G7:
[14] irs
[4] tax
[3] loislerner
[2] metrorecruit
[2] taxtwitter
[2] stopbbb
[1] nato
[1] expo
[1] af
[1] jag

Top Hashtags in Tweet in G8:
[56] irs
[15] childtaxcredit
[8] tax
[6] taxtwitter
[2] taxpayers
[2] taxcompliancematters
[2] congress
[2] taxes
[2] taxcredit
[2] taxtips

Top Hashtags in Tweet in G9:
[301] eidl
[300] covid19
[26] hfpa
[15] irs
[9] nbc
[5] goldenglobes
[3] oesat100
[2] scam
[2] goldenglobe
[1] corrupt

Top Hashtags in Tweet in G10:
[17] irs
[3] crypto
[3] btc
[2] cftc
[1] hodlers
[1] sec
[1] china
[1] commodity
[1] fincen
[1] greatjob

Top Words
Top Words in Tweet in Entire Graph:
[4760] #irs
[2517] irsnews
[2485] tax
[960] 2020
[887] return
[754] irs
[653] more
[609] don
[565] help
[486] irstaxpros

Top Words in Tweet in G1:
[1165] irsnews
[587] #irs
[575] tax
[193] eldnirpc
[180] help
[144] taxes
[143] money
[128] people
[127] credit
[122] more

Top Words in Tweet in G2:
[275] irstaxpros
[157] #irs
[129] tax
[129] irsnews
[111] potus
[99] fbi
[72] irs_ci
[65] cia
[46] more
[44] gop

Top Words in Tweet in G3:
[855] #irs
[240] tax
[230] irs
[150] #taxes
[130] more
[105] #tax
[79] 2022
[76] year
[69] 2021
[47] #accountant

Top Words in Tweet in G4:
[309] irs_ci
[209] #irs
[139] scheme
[113] million
[112] man
[101] tax
[99] former
[89] sentenced
[89] agent
[87] claiming

Top Words in Tweet in G5:
[1367] #irs
[571] tax
[525] irsnews
[244] help
[233] check
[204] irssmallbiz
[178] food
[168] learn
[152] business
[145] more

Top Words in Tweet in G6:
[298] #irs
[231] tax
[105] #tax
[66] irsnews
[66] irs
[64] taxpros
[62] reddit
[62] #income
[48] yourvoiceatirs
[47] returns

Top Words in Tweet in G7:
[14] irsnews
[14] #irs
[7] tax
[6] episode
[5] repsusielee
[5] more
[5] beyond
[5] irs
[5] service
[5] limits

Top Words in Tweet in G8:
[94] ustreasury
[56] #irs
[52] families
[52] payments
[46] today
[45] children
[43] 15
[43] billion
[41] million
[41] monthly

Top Words in Tweet in G9:
[905] 2020
[604] return
[464] sbagov
[314] irsnews
[308] care
[307] tax
[306] 2019
[306] don
[306] small
[305] pathetic

Top Words in Tweet in G10:
[34] unit
[26] irsnews
[21] elonmusk
[21] service
[20] revenue
[20] irs
[19] internal
[19] criminal
[19] investigation
[17] #irs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[480] tax,return
[315] small,businesses
[307] don,care
[305] sbagov,pathetic
[305] pathetic,don
[305] care,small
[305] 2019,made
[304] businesses,2019
[304] made,112k
[302] 2020,return

Top Word Pairs in Tweet in G1:
[191] eldnirpc,irsnews
[95] irsnews,#irs
[72] tax,credit
[61] tax,return
[53] learn,more
[42] #irs,reminds
[42] gromepow,eldnirpc
[36] child,tax
[32] #childtaxcredit,payments
[31] #irs,reminder

Top Word Pairs in Tweet in G2:
[34] gop,thedemocrats
[34] thedemocrats,fbi
[34] fbi,ussupremecourt
[34] ussupremecourt,irstaxpros
[34] irstaxpros,rocnation
[34] rocnation,cia
[34] cia,congressdotgov
[34] congressdotgov,librarycongress
[34] irs_ci,irstaxpros
[27] irs_ci,irsnews

Top Word Pairs in Tweet in G3:
[37] #irs,#taxes
[36] #taxes,#irs
[29] learn,more
[23] #bookkeeping,#finance
[22] #irs,#tax
[20] #taxes,#tax
[20] #tax,#taxseason
[19] #taxseason,#accounting
[19] #accounting,#business
[19] #business,#smallbusiness

Top Word Pairs in Tweet in G4:
[85] whitefish,man
[85] man,claiming
[85] claiming,former
[85] former,cia
[85] cia,agent
[85] agent,admits
[85] admits,scheme
[85] scheme,defraud
[85] defraud,investor
[85] investor,million

Top Word Pairs in Tweet in G5:
[141] irsnews,#irs
[115] stimulus,check
[109] learn,more
[91] food,thanksgiving
[87] ssa,disability
[71] #irs,reminds
[69] dont,food
[69] tax,return
[64] check,ssa
[56] irssmallbiz,#irs

Top Word Pairs in Tweet in G6:
[62] #income,#tax
[61] reddit,taxpros
[61] #irs,#income
[28] allyversprille,tax
[27] taxgirl,allyversprille
[20] yourvoiceatirs,irstaxpros
[19] gt,#tax
[17] tax,credit
[16] amended,returns
[16] stop,sending

Top Word Pairs in Tweet in G7:
[4] another,sign
[4] sign,#irs
[4] #irs,stretched
[4] stretched,beyond
[4] beyond,limits
[4] limits,market
[4] market,queue
[4] queue,jumping
[4] jumping,service
[4] service,controversial

Top Word Pairs in Tweet in G8:
[39] today,families
[39] families,61
[39] 61,million
[39] million,children
[39] children,received
[39] received,15
[39] 15,billion
[39] billion,payments
[39] payments,part
[39] part,5th

Top Word Pairs in Tweet in G9:
[305] sbagov,pathetic
[305] pathetic,don
[305] don,care
[305] care,small
[305] small,businesses
[304] businesses,2019
[304] 2019,made
[304] made,112k
[303] tax,return
[302] late,2020

Top Word Pairs in Tweet in G10:
[19] internal,revenue
[19] revenue,service
[19] criminal,investigation
[17] service,irs
[17] irs,criminal
[17] investigation,unit
[17] unit,ci
[17] ci,unit
[17] unit,seized
[17] seized,billion

Top Replied-To
Top Replied-To in Entire Graph:
@irsnews
@potus
@sbagov
@irstaxpros
@eldnirpc
@gop
@briroseluna
@patriottakes
@jlwcpa2
@irs_ci

Top Replied-To in G1:
@irsnews
@eldnirpc
@briroseluna
@patriottakes
@jcoreyfrancis
@jrmint81
@joshwil58993699
@cheebumb
@gromepow
@jwk2506

Top Replied-To in G2:
@gop
@irstaxpros
@irsnews
@potus
@optecintl
@lalate
@patriottakes
@irs_ci
@solvincaptchas
@senwarren

Top Replied-To in G4:
@siwant2be
@irs_ci
@irsnews
@irstaxpros
@ananavarro
@solcci7
@dreamcitychurch
@nytimes
@rozzi_tweets
@irs

Top Replied-To in G5:
@irsnews
@irstaxpros
@irstaxsecurity
@co1ez33
@jetlifesensei
@freep
@kooky_fox

Top Replied-To in G6:
@jlwcpa2
@cbriancpa
@yourvoiceatirs
@taxgirl
@irsnews
@potus
@foremantaxlaw
@matthewcpa
@lovetoyarn
@irstaxpros

Top Replied-To in G7:
@repsusielee
@thehill
@cryptotatoesn
@prod84
@geekgabnews
@arthurdelaneyhp
@sifill_ldf
@dashching
@whcos
@google

Top Replied-To in G8:
@ustreasury
@irsnews
@susween
@stu01769024
@rephankjohnson
@grazielledavid
@marlenemmss
@mrandyngo
@potus
@marshablackburn

Top Replied-To in G9:
@potus
@sbagov
@sbaisabel
@boots2business
@scorementors
@speakerpelosi
@whitehouse
@commercegov
@ombpress
@lauramcginnist

Top Replied-To in G10:
@elonmusk
@laurenboebert
@jeffchristman13
@tamaran_bender
@jacksonhewitt
@kithandkinmag
@b0bcrypto
@cz_binance
@carolinabolado
@alp_cp

Top Mentioned
Top Mentioned in Entire Graph:
@irsnews
@irstaxpros
@irs_ci
@sbagov
@irssmallbiz
@vp
@potus
@eldnirpc
@irswhistle
@fbi

Top Mentioned in G1:
@irsnews
@eldnirpc
@gromepow
@potus
@clearlynot2
@eve_putman
@mrm278
@irstaxpros
@highlandercf1
@juanitab2882

Top Mentioned in G2:
@irstaxpros
@irsnews
@potus
@fbi
@irs_ci
@cia
@thedemocrats
@ussupremecourt
@congressdotgov
@rocnation

Top Mentioned in G3:
@hindimusk
@apinhappy
@florenc39933400
@uauworkforcedev
@cryptoviga
@healtheducator_
@authorbtwomey
@chaseboye1
@parkerwa2
@diannaspacco

Top Mentioned in G4:
@irs_ci
@irsnews
@irstaxpros
@sdohnews
@thessaoig
@tigta
@fbiphoenix
@ndilnews
@usao_az

Top Mentioned in G5:
@irssmallbiz
@irsnews
@usajobs
@irstaxsecurity
@irsenespanol
@recruitmentirs
@youtube
@irstaxpros
@acnirs
@countyofla

Top Mentioned in G6:
@reddit
@irsnews
@yourvoiceatirs
@allyversprille
@tax
@irstaxpros
@taxgirl
@pkubeyea
@nsatax
@tax_experts

Top Mentioned in G7:
@irsnews
@mintmilana
@billclinton
@hillaryclinton
@repsusielee
@sencortezmasto
@senjackyrosen
@leandra2848
@wsj
@navy_jag

Top Mentioned in G8:
@ustreasury
@irsnews
@grazielledavid
@irs_ci
@irsenespanol
@miamidadecounty
@roslehtinen
@tedcruz
@statedept
@richardrubindc

Top Mentioned in G9:
@irsnews
@sbagov
@vp
@hollywoodint
@potus
@sbaisabel
@oesatgsa
@lauramcginnist
@usgsa
@sbirgov

Top Mentioned in G10:
@irsnews
@coindesk
@elonmusk
@secgov
@irstaxpros
@potus
@laurenboebert
@ftc
@apple
@alikammi

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@sectest9
@knewz_currently
@vzwsupport
@uber_support
@cybersec_feeds
@tradermarcocost
@piyuanker12
@mattmurph24
@solutioneer72

Top Tweeters in G1:
@mattmurph24
@pink1963dsw
@elkehollings
@donnathorson
@tribilintoby
@freehawk
@seriousmommadoe
@iwasthere102908
@wbruce44
@saludhealthinfo

Top Tweeters in G2:
@thehill
@reuters
@business
@guardian
@miss_placed_
@peta
@foxnews
@republic
@washingtonpost
@ihatethemedia

Top Tweeters in G3:
@pulpnews
@knewz_currently
@tradermarcocost
@jenkers_en
@italiajin21
@jchapman1729
@drpatfarrell
@veki551155
@roccodallas
@dumbwire

Top Tweeters in G4:
@79topper
@carrybeyond
@reagancbrown
@lllwry
@joanisparkles
@adekleine
@deesbarbara
@bethsinniresist
@ajgma
@kimpy123

Top Tweeters in G5:
@botcybersec
@nayasala
@denverchannel
@freep
@denverpost
@dalocoengineer
@cocaine_krazy
@lwme07
@jetlifesensei
@my4everworld

Top Tweeters in G6:
@cpa_trendlines
@shigeyok
@bigdontee
@theflabar
@airforcepam
@jared_secret
@taxtweet
@reddit
@mjean2
@omeedfirouzi

Top Tweeters in G7:
@tmobile
@nypost
@promotehorror
@variety
@theeconomist
@8newsnow
@deadline
@samsungmobileus
@iheartradio
@google

Top Tweeters in G8:
@solutioneer72
@ilovaussiesheps
@dollymad1812
@stlhd100
@wtf_imtooold
@mhmhart
@watchyourrepssc
@cjdjam
@norberta36
@anonomouse1981

Top Tweeters in G9:
@viralvideovlogs
@thr
@latimes
@time
@patrici20765403
@thewrap
@thehelenchapel
@cupcakewilliam6
@bucks
@readingeagle

Top Tweeters in G10:
@kaci1951
@usgovreport
@hamlindebbi
@coindesk
@un
@nyse
@kiraolbert
@hrblock
@beaztbeatz
@jasoncoombsceo