#IRS OR @IRSNews OR @IRSTaxPros, Twitter, 8/13/2022 9:49:52 PM, 279989


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#IRS OR @IRSNews OR @IRSTaxPros_2022-08-13_14-24-01.xlsx
#IRS OR @IRSNews OR @IRSTaxPros_2022-08-13_14-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
#IRS OR @IRSNews OR @IRSTaxPros via NodeXL https://bit.ly/3vZLgXW
@irsnews
@douglaskarr
@shuforcongress
@samarasmile99
@arcsyst1
@freedomworks
@rocketangel01
@bossblunts1
@irs_ci
@irstaxpros

Top hashtags:
#irs
#fbi
#inflationreductionact
#america
#democrats
#irsarmy

Description:
Description
The graph represents a network of 7,206 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, 13 August 2022 at 21:32 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 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 2-day, 6-hour, 50-minute period from Wednesday, 10 August 2022 at 16:10 UTC to Friday, 12 August 2022 at 23:01 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 : 7206
Unique Edges : 5163
Edges With Duplicates : 11591
Total Edges : 16754
Number of Edge Types : 5
Retweet : 4193
MentionsInRetweet : 5312
Replies to : 1143
Mentions : 4219
Tweet : 1887
Self-Loops : 1968
Reciprocated Vertex Pair Ratio : 0.00999059708509638
Reciprocated Edge Ratio : 0.0197835447457233
Connected Components : 1261
Single-Vertex Connected Components : 874
Maximum Vertices in a Connected Component : 4915
Maximum Edges in a Connected Component : 13362
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.416392
Graph Density : 0.000165507077050257
Modularity : 0.491906
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,206 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, 13 August 2022 at 21:32 UTC.

The requested start date was Saturday, 13 August 2022 at 00:01 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 2-day, 6-hour, 50-minute period from Wednesday, 10 August 2022 at 16:10 UTC to Friday, 12 August 2022 at 23:01 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:
[30] https://www.irs.gov/disasters
[21] https://www.nationalreview.com/news/irs-deletes-job-posting-seeking-applicants-willing-to-use-deadly-force/
[19] http://www.irs.gov/Filing/E-File-Options
[18] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[16] https://www.irs.gov/ippin
[16] https://twitter.com/fordfischer/status/1557384869596090369
[14] https://twitter.com/FordFischer/status/1557384869596090369
[13] https://www.atr.org/irs-union-gives-100-of-pac-spending-to-democrats/
[11] https://www.foxbusiness.com/politics/irs-faces-online-uproar-special-agent-job-posting-requiring-ability-use-deadly-force-necessary?fbclid=IwAR0m8c-6A2Qh7cFF_NfDVSGxOqHn94Bq9VIqG1t1Lrd-Acs4BCo8vWOaDEM
[10] https://www.irs.gov/help/languages

Top URLs in Tweet in G1:
[1] https://twitter.com/kayatweetsstuff/status/1557425213381419008
[1] https://twitter.com/interestingsasf/status/1556939394170654720

Top URLs in Tweet in G2:
[6] https://twitter.com/fordfischer/status/1557384869596090369
[6] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[6] https://whispersinthecorridors.com/
[5] https://twitter.com/FordFischer/status/1557384869596090369
[5] https://servicesdown.com/services/irs
[4] https://twitter.com/adambaldwin/status/1557426856634200066
[4] https://twitter.com/kayatweetsstuff/status/1557425213381419008
[4] https://www.jobs.irs.gov/resources/job-descriptions/irs-criminal-investigation-special-agent
[4] https://www.washingtonexaminer.com/news/washington-secrets/irs-seeks-armed-accountants-ready-for-deadly-force
[3] https://www.cnbc.com/2022/08/08/reconciliation-bill-includes-nearly-80-billion-for-irs-funding.html

Top URLs in Tweet in G3:
[13] https://www.irs.gov/disasters
[12] http://www.irs.gov/Filing/E-File-Options
[8] https://www.irs.gov/ippin
[4] https://www.irs.gov/newsroom/new-school-year-reminder-to-educators-maximum-educator-expense-deduction-rises-to-300-in-2022
[4] https://twitter.com/abughazalehkat/status/1557888971086209024
[3] https://irs.gov/
[3] https://www.irs.gov/newsroom/extension-filers-irsgov-is-the-source-for-summertime-tax-help-agency-encourages-people-to-file-soon
[3] https://www.irs.gov/newsroom/irs-taxpayers-now-have-more-options-to-correct-amend-returns-electronically
[3] https://go.usa.gov:443/xHgy8
[3] https://www.irs.gov/Businesses/Small-Businesses-&-Self-Employed/Trucking-Tax-Center

Top URLs in Tweet in G4:
[6] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[3] https://www.washingtonpost.com/opinions/interactive/2022/irs-pipeline-tax-return-delays/
[3] https://www.youtube.com/watch?v=CfrgKTh_skQ&feature=youtu.be

[2] https://www.washingtonpost.com/politics/2022/08/11/hyperbolic-gop-claims-about-irs-agents-audits/
[2] https://www.youtube.com/watch?v=0LOMcRnf3Oc&feature=youtu.be

[2] https://www.youtube.com/watch?v=hJda-07y2Ow&feature=youtu.be

[2] https://twitter.com/FordFischer/status/1557384869596090369
[2] https://twitter.com/abughazalehkat/status/1557888971086209024
[2] https://twitter.com/RepMTG/status/1557710812185231361
[2] https://twitter.com/libertyjen/status/1557390432832667650

Top URLs in Tweet in G5:
[15] https://www.irs.gov/disasters
[7] https://www.irs.gov/ippin
[7] https://www.irs.gov/help/languages
[6] http://www.irs.gov/Filing/E-File-Options
[6] https://go.usa.gov:443/xHgy8
[5] https://www.irstaxforum.com/schedule
[5] https://www.irs.gov/help
[4] https://www.irs.gov/taxprodirectory
[4] https://www.irs.gov/businesses/small-businesses-self-employed
[3] https://www.irs.gov/uac/security-summit

Top URLs in Tweet in G6:
[6] https://www.wsj.com/articles/BL-252B-6223
[2] https://babylonbee.com/news/want-to-be-one-of-the-new-irs-agents-here-are-the-17-job-requirements
[1] https://twitter.com/housegop/status/1558130691669299201
[1] https://www.dailymail.co.uk/news/article-11103663/Robert-Brockman-dies-81-Billionaire-software-exec-awaited-trial-2-billion-tax-fraud.html
[1] https://twitter.com/StephenM/status/1558097879956324355
[1] https://twitter.com/OneGeorgiaPeach/status/1558103227488509952
[1] https://www.youtube.com/watch?v=2zUnV1Gfwtk

[1] https://abcnews.go.com/Business/wireStory/ap-fact-check-gop-skews-budget-bills-impact-88198413
[1] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[1] https://twitter.com/therecount/status/1557758213315076097

Top URLs in Tweet in G7:
[4] https://redstate.com/jimthompson/2022/08/12/friday-toon-so-87000-armed-irs-agents-walk-into-a-bar-n610896
[1] https://www.theepochtimes.com/how-the-irs-expansion-would-empower-ruling-elites-to-target-americans_4656443.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/biden-puts-irs-funding-ahead-of-military-and-border-security_4652956.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/ap/status/1558208147311009793
[1] https://www.theepochtimes.com/irs-stockpiles-more-than-5-million-rounds-of-ammunition_4636607.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/irs-commissioner-says-agency-is-absolutely-not-increasing-audit-scrutiny-on-small-businesses-middle-income-americans_4654857.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/republican-fears-an-irs-armed-and-ready-to-audit_4659186.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/elon-musk-weighs-in-on-87000-new-irs-agents-with-ironic-message-to-democrats_4660063.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/house-dems-kill-budd-amendment-say-no-to-switching-funds-for-87000-new-irs-agents-to-hire-more-border-patrol-agents_4656915.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/yellen-tells-irs-not-to-target-middle-income-americans-with-audits-as-crackdown-fears-swirl_4658201.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub

Top URLs in Tweet in G8:
[7] https://www.dickmorris.com/defund-the-new-irs-agents-lunch-alert/
[2] https://www.jobs.irs.gov/resources/job-descriptions/irs-criminal-investigation-special-agent
[1] https://www.irs.gov/compliance/criminal-investigation/manager-of-key-west-labor-staffing-companies-sentenced-for-tax-crimes-and-immigration-fraud
[1] https://www.irs.gov/compliance/criminal-investigation
[1] https://go.usa.gov/xSM8X
[1] https://www.irs.gov/compliance/criminal-investigation/swampscott-man-sentenced-for-tax-scheme-targeting-greater-boston-congolese-community
[1] https://www.irs.gov/compliance/criminal-investigation/former-southern-university-professor-sentenced-to-24-months-in-federal-prison-for-mail-fraud-and-money-laundering-after-living-as-a-fugitive-in-iran-and-turkey-for-more-than-a-decade
[1] https://www.irs.gov/compliance/criminal-investigation/zadeh-kicks-owner-and-chief-financial-officer-charged-in-85-million-wire-fraud-and-bank-fraud-conspiracy
[1] https://www.irs.gov/compliance/criminal-investigation/pharmacy-owner-and-accountant-indicted-again-in-150m-scam
[1] https://www.irs.gov/compliance/criminal-investigation/alleged-russian-cryptocurrency-money-launderer-extradited-to-united-states

Top URLs in Tweet in G9:
[1] https://twitter.com/bossblunts1/status/1557405434868371464

Top URLs in Tweet in G10:
[6] https://elamerican.com/irs-to-get-a-flood-of-public-employees/
[2] https://www.ntd.com/former-agent-on-irs-targeting-certain-group_823566.html
[1] https://www.tampafp.com/irs-changes-job-posting-seeking-agents-who-are-willing-to-use-deadly-force/
[1] https://www.ntd.com/45-percent-in-us-concerned-about-tax-audits-poll_823497.html
[1] https://www.ntd.com/irs-commissioner-says-agency-is-absolutely-not-increasing-audit-scrutiny-on-small-businesses-middle-income-americans_822479.html
[1] https://www.youtube.com/watch?v=twv3ZBB0WLs&list=PLrlKaUtasRB3zzQYlkfdGSXDcutFech-I

[1] https://www.ntd.com/elon-musk-weighs-in-on-87000-new-irs-agents-with-ironic-message-to-democrats_823725.html
[1] https://m.theepochtimes.com/mkt_app/elon-musk-weighs-in-on-87000-new-irs-agents-with-ironic-message-to-democrats_4660063.html?utm_source=andshare
[1] https://www.dailywire.com/news/elon-musk-weighs-in-on-irs-preparing-to-hire-army-of-agents
[1] https://rumble.com/v1fqutl-callers-mike-ken-and-patrick-assalone-demand-gop-defunds-irs-fbi-atf-and-ci.html?mref=grx4r&mc=92wzg

Top Domains
Top Domains in Tweet in Entire Graph:
[487] twitter.com
[298] irs.gov
[104] youtube.com
[25] instagram.com
[23] usajobs.gov
[21] nationalreview.com
[20] time.com
[20] washingtonexaminer.com
[19] washingtonpost.com
[18] atr.org

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

Top Domains in Tweet in G2:
[182] twitter.com
[36] irs.gov
[25] youtube.com
[9] cnbc.com
[7] instagram.com
[6] time.com
[6] whispersinthecorridors.com
[6] newsoneplace.com
[5] yahoo.com
[5] washingtonexaminer.com

Top Domains in Tweet in G3:
[110] irs.gov
[54] twitter.com
[21] usajobs.gov
[13] youtube.com
[5] usa.gov
[5] washingtonpost.com
[5] hamlethub.com
[2] irstaxforum.com
[2] actionnetwork.org
[2] sbdcnj.com

Top Domains in Tweet in G4:
[85] twitter.com
[23] youtube.com
[8] time.com
[6] washingtonpost.com
[2] newsmax.com
[2] wikipedia.org
[2] news10.com
[1] libertysentinel.org
[1] propublica.org
[1] marketwatch.com

Top Domains in Tweet in G5:
[131] irs.gov
[14] twitter.com
[13] youtube.com
[9] usa.gov
[8] taxnotes.com
[8] accountingtoday.com
[5] irstaxforum.com
[5] fairtax.org
[4] google.com
[3] alacommunity.org

Top Domains in Tweet in G6:
[7] twitter.com
[6] wsj.com
[4] babylonbee.com
[1] co.uk
[1] youtube.com
[1] go.com
[1] time.com
[1] washingtonpost.com
[1] cbsnews.com
[1] wapo.st

Top Domains in Tweet in G7:
[8] theepochtimes.com
[5] twitter.com
[4] redstate.com
[2] thedrilldown.com
[1] gao.gov
[1] archive.org
[1] thehill.com
[1] nypost.com
[1] co.uk
[1] foxbusiness.com

Top Domains in Tweet in G8:
[9] irs.gov
[8] twitter.com
[7] dickmorris.com
[1] usa.gov
[1] npr.org
[1] atr.org
[1] usdebtclock.org
[1] usmint.gov

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[6] elamerican.com
[5] ntd.com
[2] rumble.com
[1] tampafp.com
[1] youtube.com
[1] theepochtimes.com
[1] dailywire.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6181] irs
[289] fbi
[232] inflationreductionact
[202] america
[169] democrats
[161] irsarmy
[155] biden
[143] taxes
[131] trump
[123] inflation



Top Hashtags in Tweet in G1:
[1353] irs
[1] moneypolice
[1] defundirs

Top Hashtags in Tweet in G2:
[1056] irs
[67] taxes
[67] irsarmy
[46] fbi
[45] biden
[44] trump
[43] inflationreductionact
[40] ias
[36] tax
[26] democrats

Top Hashtags in Tweet in G3:
[234] irs
[21] irsjobs
[18] nowhiring
[12] ippin
[8] childtaxcredit
[8] taxsecurity
[8] inflationreductionact
[7] taxpros
[7] trump
[6] bigrig

Top Hashtags in Tweet in G4:
[381] irs
[51] inflationreductionact
[27] trump
[25] democrats
[24] ira
[24] drugprices
[24] fbi
[22] climatechange
[21] climate
[20] obamacare

Top Hashtags in Tweet in G5:
[488] irs
[40] fairtax
[25] taxpros
[14] tax
[13] taxsecurity
[12] smallbiz
[11] ippin
[10] fbi
[9] bigrig
[9] taxreform

Top Hashtags in Tweet in G6:
[118] irs
[10] fbi
[5] irsarmy
[5] trumpmoneylaundering
[5] fincen
[4] inflationreductionact
[2] taxes
[2] biden
[2] joebiden
[2] et

Top Hashtags in Tweet in G7:
[174] irs
[26] inflationreductionact
[20] borderpatrol
[16] manchinbiden
[6] inflation
[6] tax
[5] smallbusinesses
[3] pa5
[2] congress
[2] wef

Top Hashtags in Tweet in G8:
[85] irs
[30] cryptocurrency
[30] crypto
[30] cryptocurrencynews
[7] thursdayvibes
[7] thursdaymorning
[3] tax
[3] america
[2] inflationreductionact
[1] taxcrimes

Top Hashtags in Tweet in G9:
[151] irs
[136] america
[12] americanslast
[11] cpi
[11] fbi
[11] inflation
[1] riptaxpayers
[1] irsarmy
[1] fjb
[1] defundtheirs

Top Hashtags in Tweet in G10:
[158] irs
[78] gaetz
[78] job
[78] posting
[36] fbi
[34] trumpraid
[10] bidenworstpresidentinhistory
[6] taxes
[4] yellen
[4] tax

Top Words
Top Words in Tweet in Entire Graph:
[6171] #irs
[2651] agents
[1389] already
[1360] streets
[1356] hittin
[1354] douglaskarr
[1295] irs
[1093] irsnews
[1072] tax
[955] 000

Top Words in Tweet in G1:
[1353] #irs
[1350] agents
[1349] already
[1349] hittin
[1349] streets
[1348] douglaskarr
[3] audit
[2] tax
[2] hell
[2] bird

Top Words in Tweet in G2:
[1055] #irs
[262] irs
[194] agents
[141] 000
[138] tax
[103] 87
[100] more
[82] force
[80] use
[73] deadly

Top Words in Tweet in G3:
[554] irsnews
[234] #irs
[194] tax
[86] agents
[84] irs
[64] more
[62] file
[59] repmikegarcia
[50] taxes
[49] return

Top Words in Tweet in G4:
[380] #irs
[121] agents
[106] 000
[103] irsnews
[98] fbi
[86] irs
[68] 87
[57] gop
[53] potus
[51] #inflationreductionact

Top Words in Tweet in G5:
[488] #irs
[257] irsnews
[249] tax
[92] irstaxpros
[85] more
[60] help
[59] irssmallbiz
[57] business
[57] file
[54] irs

Top Words in Tweet in G6:
[118] #irs
[111] shuforcongress
[79] agents
[75] housegop
[75] 000
[70] irsnews
[67] 87
[66] housedemocrats
[62] senategop
[60] senatedems

Top Words in Tweet in G7:
[174] #irs
[79] agents
[65] epochtimes
[42] tax
[40] use
[39] amid
[38] scrutiny
[37] deadly
[37] force
[36] job

Top Words in Tweet in G8:
[87] irs_ci
[85] #irs
[36] money
[32] states
[31] russian
[30] alleged
[30] #cryptocurrency
[30] launderer
[30] extradited
[30] united

Top Words in Tweet in G9:
[272] use
[272] deadly
[272] force
[151] #irs
[136] carry
[136] guns
[136] necessary
[136] tax
[136] collectors
[136] #america

Top Words in Tweet in G10:
[158] #irs
[84] irs
[81] over
[80] deadly
[80] force
[80] job
[79] raised
[78] gaetz
[78] concern
[78] ammo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1887] #irs,agents
[1358] agents,already
[1356] already,hittin
[1356] hittin,streets
[1354] douglaskarr,#irs
[767] 87,000
[608] deadly,force
[490] use,deadly
[335] 000,#irs
[285] irs,agents

Top Word Pairs in Tweet in G1:
[1350] #irs,agents
[1349] agents,already
[1349] already,hittin
[1349] hittin,streets
[1348] douglaskarr,#irs
[2] #irs,audit
[2] audit,hell
[2] hell,bird

Top Word Pairs in Tweet in G2:
[98] 87,000
[74] #irs,agents
[69] deadly,force
[54] use,deadly
[52] irs,agents
[46] #irs,#irsarmy
[38] 000,#irs
[29] willing,use
[23] middle,class
[22] #irs,#taxes

Top Word Pairs in Tweet in G3:
[49] repmikegarcia,irsnews
[43] tax,return
[28] 87,000
[27] deadly,force
[24] carry,firearm
[24] use,deadly
[22] special,agents
[19] hey,irsnews
[19] major,duties
[18] haven,filed

Top Word Pairs in Tweet in G4:
[65] 87,000
[46] #irs,agents
[24] house,floor
[23] #inflationreductionact,#ira
[21] fbi,thejusticedept
[20] deadly,force
[19] 000,armed
[19] attacking,#irs
[18] use,deadly
[18] #climatechange,#climate

Top Word Pairs in Tweet in G5:
[75] irsnews,#irs
[45] tax,return
[35] severe,storms
[29] tax,relief
[29] victims,severe
[26] storms,flooding
[20] learn,more
[20] relief,victims
[20] filed,2021
[20] end,#irs

Top Word Pairs in Tweet in G6:
[67] 87,000
[64] #irs,agents
[58] 000,#irs
[57] irsnews,housegop
[57] housegop,houseintelgop
[57] houseintelgop,housedemocrats
[57] housedemocrats,senatedems
[57] senatedems,senategop
[57] senategop,benshapiro
[55] thought,fbi

Top Word Pairs in Tweet in G7:
[37] deadly,force
[34] use,deadly
[33] job,advertisement
[33] advertisement,#irs
[33] #irs,special
[33] special,agents
[33] agents,willing
[33] willing,use
[33] force,raising
[33] raising,eyebrows

Top Word Pairs in Tweet in G8:
[30] alleged,russian
[30] russian,#cryptocurrency
[30] #cryptocurrency,money
[30] money,launderer
[30] launderer,extradited
[30] extradited,united
[30] united,states
[30] states,#irs
[30] #irs,#crypto
[30] #crypto,#cryptocurrencynews

Top Word Pairs in Tweet in G9:
[272] use,deadly
[272] deadly,force
[136] #irs,carry
[136] carry,guns
[136] guns,use
[136] force,necessary
[136] necessary,tax
[136] tax,collectors
[136] collectors,use
[136] force,#america

Top Word Pairs in Tweet in G10:
[80] deadly,force
[78] gaetz,raised
[78] raised,concern
[78] concern,over
[78] over,ammo
[78] ammo,stockpile
[78] stockpile,long
[78] long,before
[78] before,irs
[78] irs,changed

Top Replied-To
Top Replied-To in Entire Graph:
@irsnews
@repmikegarcia
@irstaxpros
@shuforcongress
@potus
@jim_jordan
@repmtg
@fordfischer
@gopleader
@tedcruz

Top Replied-To in G1:
@vers_lalune

Top Replied-To in G3:
@irsnews
@repmikegarcia
@wpgcold
@repadriansmith
@ohioliberal25
@repstefanik
@norwalkiian
@repswalwell
@spactraderintra
@repthomasmassie

Top Replied-To in G4:
@potus
@jim_jordan
@realdailywire
@gopleader
@marshablackburn
@newtgingrich
@irsnews
@thehill
@gopchairwoman
@lindseygrahamsc

Top Replied-To in G5:
@irstaxpros
@repmtg
@fordfischer
@marklevinshow
@laurenboebert
@irsnews
@seanhannity
@johnfre59465239
@grovernorquist
@miamivandynyu

Top Replied-To in G6:
@shuforcongress
@housegop
@repandybiggsaz
@donaldjtrumpjr
@ingrahamangle
@irsnews
@seren040
@s00z2028
@notprfctbutgud
@joebiden

Top Replied-To in G7:
@elonmusk
@nickforva
@irsnews
@sensanders
@repadriansmith
@epochtimes
@bucksdevilsfan
@patrickrooney
@tarabull808
@kerpen

Top Replied-To in G8:
@irstaxpros
@cashmoney
@irsnews
@mschlapp
@irs_ci
@mattwalshblog
@jethro63_greg
@whittymike
@kacrn91
@christinapushaw

Top Replied-To in G10:
@actbrigitte

Top Mentioned
Top Mentioned in Entire Graph:
@douglaskarr
@irsnews
@freedomworks
@bossblunts1
@irstaxpros
@fbi
@irs_ci
@housegop
@carolmswain
@shuforcongress

Top Mentioned in G1:
@douglaskarr
@redleg94

Top Mentioned in G2:
@whispersinthec
@apinhappy
@impeachdummy46
@authorbtwomey
@truckdues
@thewritetake
@ericucfs
@dwklasing
@dacoach5
@takingouttrash7

Top Mentioned in G3:
@irsnews
@repmikegarcia
@rustyweiss74
@canrevagency
@mike_palicz
@stephenpunwasi
@fema
@potus
@recruitmentirs
@uscis

Top Mentioned in G4:
@irsnews
@fbi
@gop
@joebiden
@potus
@thejusticedept
@irstaxpros
@youtube
@thedemocrats
@whitehouse

Top Mentioned in G5:
@irsnews
@irstaxpros
@irssmallbiz
@fairtaxofficial
@irstaxsecurity
@irsenespanol
@repmtg
@taxnotes
@accountingtoday
@ldiscernment

Top Mentioned in G6:
@shuforcongress
@housegop
@irsnews
@housedemocrats
@senategop
@senatedems
@benshapiro
@houseintelgop
@bennyjohnson
@donaldjtrumpjr

Top Mentioned in G7:
@epochtimes
@repkevinbrady
@epochopinion
@secyellen
@ustreasury
@elonmusk
@droppedmicagain
@stephenmoore
@usarmy
@pheardom

Top Mentioned in G8:
@irs_ci
@usao_ndca
@fbisa
@irsnews
@irstaxpros
@hodlneversodl
@un
@dickmorristweet
@irs_in
@nasagoddard

Top Mentioned in G9:
@bossblunts1
@riggedgov

Top Mentioned in G10:
@tampafreepress
@joekent16jan19
@jfradioshow
@olsoninmontana
@a1policy
@news_ntd
@elamerican_
@epochtimes
@repmattgaetz
@richardsarleen1

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@sectest9
@knewz_currently
@filafresh
@chidambara09
@xaelbot
@newsoneplace
@cybersecurityn8
@porridgeisgood
@thehill

Top Tweeters in G1:
@anthonyabides
@mariancantwellf
@ludicroushilar1
@954xavi
@kjune65
@mostdopesid
@greco_james
@zi0nide
@smittie61984
@gabbietheillest

Top Tweeters in G2:
@pulpnews
@knewz_currently
@filafresh
@newsoneplace
@hagiwararyu11
@grammy620
@amadorn
@investor_feed
@jlenarddetroit
@japharii757

Top Tweeters in G3:
@all435reps
@youranonriots
@angelakrebs444
@kw1979
@nickasavet
@peta
@patamador1
@sav01
@realnorac
@itsjustjill

Top Tweeters in G4:
@thehill
@rhonda_harbison
@soaprookie
@cozy1614
@ccgevirtz
@election_every
@cnn
@themaltesemama
@pleasethink1776
@jane__eden

Top Tweeters in G5:
@ask_spectrum
@zerohedge
@bonbee81
@colmant_
@pasqueflower19
@pollomaldonado
@cfheather
@cookingtheresa
@whataboutken4
@henleysecnethia

Top Tweeters in G6:
@saveaslave
@skynews
@foxnews
@eyewonit
@didikins4life
@rosemarie910
@rl26va
@kehoe_ted
@benshapiro
@breitbartnews

Top Tweeters in G7:
@tdzwilewski
@ucloudify
@reneemccone
@dhallnole
@rogergumley
@doctorsekzi
@arealprincesa
@victoriaokane
@jimmcnichols1
@desicuban

Top Tweeters in G8:
@carrybeyond
@earlworthington
@jmoon901
@mikegermosen
@nanab_2010
@yardonna
@kat_pep_
@friendeden100
@cnnpolitics
@willresistadmin

Top Tweeters in G9:
@esosa_ca_films
@mouktaralbert
@serve_97
@wethepeople424
@fauto559
@j0hnnyb_3
@msm_cynic
@scottdezo100
@johnny09759600
@xerodeck

Top Tweeters in G10:
@guardian_elite
@kin2souls
@zzsheyn
@marymauldin
@mayi40442936
@julios1580
@allieinmo
@annsnell14
@ladykerilynn
@kariskairos