#IRS OR @IRSNews OR @IRSTaxPros, Twitter, 1/14/2023 10:36:09 PM, 288008


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#IRS OR @IRSNews OR @IRSTaxPros_2023-01-14_14-24-01.xlsx
#IRS OR @IRSNews OR @IRSTaxPros_2023-01-14_14-24-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
#IRS OR @IRSNews OR @IRSTaxPros via NodeXL https://bit.ly/3XOvL0v
@irsnews
@cynthia26942734
@repscottperry
@sentedcruz
@icewomansj
@speakermccarthy
@irstaxpros
@repbuddycarter
@warrenswil
@potus

Top hashtags:
#irs
#gop
#taxes
#tax
#republicans
#tfg
#maga
#incometax

Description:
Description
The graph represents a network of 4,846 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 22:29 UTC.

The tweets in the network were tweeted over the 3530-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 14 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 4846
Unique Edges : 3967
Edges With Duplicates : 8929
Total Edges : 12896
Number of Edge Types : 9
Replies to : 989
MentionsInReplyTo : 2724
Tweet : 1561
Retweet : 2343
MentionsInRetweet : 3361
Quote : 326
Mentions : 1245
MentionsInQuoteReply : 47
MentionsInQuote : 300
Self-Loops : 1882
Reciprocated Vertex Pair Ratio : 0.011699604743083
Reciprocated Edge Ratio : 0.0231286138459134
Connected Components : 753
Single-Vertex Connected Components : 547
Maximum Vertices in a Connected Component : 3551
Maximum Edges in a Connected Component : 10845
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.857024
Graph Density : 0.000272542929025119
Modularity : 0.47035
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,846 Twitter users whose recent tweets contained "#IRS OR @IRSNews OR @IRSTaxPros", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 22:29 UTC.

The tweets in the network were tweeted over the 3530-day, 1-hour, 21-minute period from Wednesday, 15 May 2013 at 23:39 UTC to Saturday, 14 January 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[34] https://www.jpost.com/american-politics/article-728252
[32] https://www.cnn.com/2023/01/11/politics/republican-irs-funding-87000-agents/index.html
[25] https://bobbyscott.house.gov/media-center/press-releases/scott-house-republicans-first-bill-protects-wealthy-tax-cheats-adds-114
[25] https://m.dailykos.com/stories/2023/1/10/2146439/-GOP-Votes-to-Add-114-Billion-to-Debt-Protect-Rich-Tax-Cheats?utm_campaign=recent
[20] https://twitter.com/chunterkap/status/1613324653107331078/photo/1
[20] https://www.amazon.com/dp/B091FGZBN3
[19] https://www.irs.gov/newsroom/irs-sets-january-23-as-official-start-to-2023-tax-filing-season-more-help-available-for-taxpayers-this-year
[19] https://www.irs.gov/disasters
[19] https://www.irs.gov/eitc
[18] https://www.ralphlauren.com/rlmag/polo-Yanii-Gough-George-Okeny-family-style.html?ab=en_US_rlmag_hp_slot2?utm_source=social&utm_medium=twitter&utm_campaign=polofamily&utm_content=tweet1

Top URLs in Tweet in G1:
[6] https://www.irs.gov/eitc
[5] https://www.irs.gov/newsroom/irs-sets-january-23-as-official-start-to-2023-tax-filing-season-more-help-available-for-taxpayers-this-year
[5] https://csatmantra.com:443/
[5] https://www.irs.gov/getready
[5] https://twitter.com/i/spaces/1dRKZMqmAeMxB
[4] https://twitter.com/desitax/status/1613840028320563201/photo/1
[4] https://www.irs.gov/news
[4] https://twitter.com/Parsfinancial1/status/1613160797882167296/photo/1
[3] https://www.foxnews.com/politics/house-republicans-vote-bill-abolishing-irs-eliminating-income-tax
[3] https://www.irs.gov/businesses/small-businesses-self-employed/webinars-for-tax-practitioners

Top URLs in Tweet in G2:
[7] https://www.irs.gov/disasters
[6] https://www.irs.gov/eitc
[5] https://www.irs.gov/newsroom/community-and-bilingual-volunteers-needed-to-provide-free-tax-help-in-2023
[5] https://www.irs.gov/getready
[4] https://www.irs.gov/newsroom/irs-issues-standard-mileage-rates-for-2023-business-use-increases-3-cents-per-mile
[4] https://www.irs.gov/newsroom/irs-california-storm-victims-qualify-for-tax-relief-april-18-deadline-other-dates-extended-to-may-15
[4] https://www.irs.gov/newsroom/irs-sets-january-23-as-official-start-to-2023-tax-filing-season-more-help-available-for-taxpayers-this-year
[4] https://www.irs.gov/newsroom/irs-completes-automatic-corrections-of-tax-year-2020-accounts-related-to-unemployment-compensation-exclusion-12-million-refunds-issued
[4] https://www.irs.gov/pub/taxpros/fs-2022-41.pdf
[4] https://www.youtube.com/watch?v=NglAffwNFho&feature=youtu.be


Top URLs in Tweet in G3:
[12] https://www.irs.gov/disasters
[8] https://www.irs.gov/compliance/criminal-investigation/two-north-carolina-tax-preparers-sentenced-to-prison-for-5-million-dollar-tax-conspiracy
[7] https://www.irs.gov/newsroom/irs-completes-automatic-corrections-of-tax-year-2020-accounts-related-to-unemployment-compensation-exclusion-12-million-refunds-issued
[7] https://www.irs.gov/newsroom/irs-issues-standard-mileage-rates-for-2023-business-use-increases-3-cents-per-mile
[6] https://www.irs.gov/securitysummit
[6] https://www.irs.gov/newsroom/community-and-bilingual-volunteers-needed-to-provide-free-tax-help-in-2023
[6] https://www.irs.gov/eitc
[6] https://www.irs.gov/getready
[6] https://www.irs.gov/pub/taxpros/fs-2022-41.pdf
[6] https://www.irs.gov/newsroom/irs-sets-january-23-as-official-start-to-2023-tax-filing-season-more-help-available-for-taxpayers-this-year

Top URLs in Tweet in G4:
[32] https://www.cnn.com/2023/01/11/politics/republican-irs-funding-87000-agents/index.html
[25] https://bobbyscott.house.gov/media-center/press-releases/scott-house-republicans-first-bill-protects-wealthy-tax-cheats-adds-114
[25] https://m.dailykos.com/stories/2023/1/10/2146439/-GOP-Votes-to-Add-114-Billion-to-Debt-Protect-Rich-Tax-Cheats?utm_campaign=recent
[12] https://www.jpost.com/american-politics/article-728252
[12] https://www.washingtonpost.com/politics/2023/01/10/house-republicans-defund-calls/
[9] https://thehill.com/homenews/house/3806234-house-gop-passes-repeal-of-irs-funding-boost-as-its-first-bill-in-the-majority/
[5] https://www.irs.gov/newsroom/irs-quickly-moves-forward-with-taxpayer-service-improvements-4000-hired-to-provide-more-help-to-people-during-2023-tax-season-on-phones
[4] https://time.com/6204928/irs-87000-agents-factcheck-biden/
[4] https://twitter.com/GOP/status/1613535018776772608
[4] https://twitter.com/doyle_dearman/status/1613207979834150916/photo/1

Top URLs in Tweet in G5:
[1] https://twitter.com/JohnBasham/status/1612984549343887362/photo/1
[1] https://twitter.com/Patrickkerby58/status/1613487573904809984
[1] https://twitter.com/RepScottPerry/status/1613157452052135942

Top URLs in Tweet in G6:
[2] https://twitter.com/kwalis6294/status/1613290336431886353
[2] https://twitter.com/kwalis6294/status/1613274935333474307
[1] https://www.foxnews.com/politics/irs-targeted-poorest-taxpayers-millionaires-went-unscathed-2022-report
[1] https://twitter.com/bitboy_crypto/status/1613709938446172161
[1] https://www.youtube.com/watch?v=3IhMtEh_WQs&feature=youtu.be


Top URLs in Tweet in G7:
[3] https://www.theepochtimes.com/house-will-vote-on-bill-to-abolish-irs-replace-income-tax_4976736.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[2] https://twitter.com/EpochTimes/status/1613228117983694854/photo/1
[2] https://www.ntd.com/house-will-vote-on-bill-to-abolish-irs-replace-income-tax_894567.html
[2] https://www.theepochtimes.com/capitol-report-classified-documents-found-in-bidens-previous-office-house-republicans-vote-to-defund-the-irs_4975868.html?&utm_medium=CapitolReport&utm_source=SocialM&utm_campaign=InsideBidenDocs&utm_content=1-10-2023
[1] https://www.theepochtimes.com/irs-announces-tax-relief-for-socal-storm-victims_4975865.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/house-passes-bill-to-rescind-over-70-billion-in-irs-funding_4973508.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/white-house-threatens-to-veto-republican-bill-that-cuts-billions-from-irs_4975859.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.theepochtimes.com/mccarthy-reveals-very-first-bill-after-being-elected-house-speaker_4969975.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://www.foxnews.com/politics/house-republicans-vote-bill-abolishing-irs-eliminating-income-tax
[1] https://www.ntd.com/house-gop-votes-to-defund-internal-revenue-service_894336.html

Top URLs in Tweet in G8:
[5] https://thepoliticalinsider.com/left-pushing-to-use-banks-credit-card-companies-as-work-around-for-gun-control/
[4] https://twitter.com/moderateRepand1/status/1613609752856084480/photo/1
[4] https://twitter.com/SpeakerMcCarthy/status/1612640200081002496
[4] https://www.washingtonexaminer.com/restoring-america/faith-freedom-self-reliance/bidens-irs-army-is-not-coming-for-billionaires-its-coming-for-you
[3] https://twitter.com/TiknisArts/status/1613705296899354625/photo/1
[2] https://twitter.com/speakermccarthy/status/1613566924398501888
[1] https://nypost.com/2023/01/12/house-republicans-first-week-keeping-our-promise-to-fight-for-americans/
[1] https://twitter.com/SpeakerMcCarthy/status/1612996185295556608/video/1
[1] https://twitter.com/i/broadcasts/1ynJOazPjQnKR
[1] https://www.speaker.gov/live/

Top URLs in Tweet in G9:
[4] https://twitter.com/chose_autre/status/1614050715185418241/photo/1
[4] https://twitter.com/chose_autre/status/1613945275122421764/photo/1
[3] https://twitter.com/nytimes/status/1613249467645583360
[3] https://twitter.com/chose_autre/status/1613454481374445573/photo/1
[2] https://www.irs.gov/newsroom/irs-california-storm-victims-qualify-for-tax-relief-april-18-deadline-other-dates-extended-to-may-15
[2] https://godsowntruth.wordpress.com/
[2] https://www.businessinsider.com/republicans-house-cut-irs-spending-raise-deficit-by-billions-2023-1
[2] https://twitter.com/drewfugate7/status/1613097263877816320/photo/1
[1] https://twitter.com/reuters/status/1613254511216173059
[1] https://www.reuters.com/world/us/us-senate-commerce-committee-investigate-faa-computer-outage-2023-01-11/?taid=63bf0be63c358a00016e87c0&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G10:
[1] https://www.newsweek.com/how-republicans-plan-defund-irs-1772375
[1] https://twitter.com/warrenswil/status/1612865368711892996/photo/1
[1] https://www.huffpost.com/entry/house-rules-kevin-mccarthy_n_63bc8b82e4b0fe267cb2c402
[1] https://twitter.com/warrenswil/status/1612822132958072833/photo/1
[1] https://www.washingtonpost.com/national-security/2023/01/11/trump-subpoena-jan6-campaign-officials/
[1] https://twitter.com/warrenswil/status/1613545593196130304/photo/1
[1] https://www.politico.com/news/2023/01/11/local-n-y-gop-leaders-to-call-on-george-santos-to-resign-00077450
[1] https://twitter.com/warrenswil/status/1613554974977568768/photo/1
[1] https://twitter.com/RepBoebert/status/1612624168230752256/video/1
[1] https://twitter.com/arnoldgmac59/status/1612769273335713792/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1740] twitter.com
[414] irs.gov
[123] youtube.com
[37] cnn.com
[34] jpost.com
[30] washingtonpost.com
[28] dailykos.com
[27] house.gov
[27] usa.gov
[27] createhistoryclothing.com

Top Domains in Tweet in G1:
[246] twitter.com
[49] irs.gov
[19] youtube.com
[10] cvsoci.al
[10] instagram.com
[8] okt.to
[7] rumble.com
[7] oddcrimes.com
[6] foxnews.com
[6] aatrix.com

Top Domains in Tweet in G2:
[164] twitter.com
[80] irs.gov
[8] youtube.com
[5] usa.gov
[2] nytimes.com
[2] washingtonpost.com
[2] fdic.gov
[2] shorturl.at
[2] nbcnews.com
[2] bctv.org

Top Domains in Tweet in G3:
[284] twitter.com
[171] irs.gov
[24] usajobs.gov
[15] youtube.com
[8] usa.gov
[2] washingtonpost.com
[2] facebook.com
[2] t.me
[2] hklaw.com
[1] irstaxforumsonline.com

Top Domains in Tweet in G4:
[179] twitter.com
[34] cnn.com
[26] house.gov
[25] dailykos.com
[15] washingtonpost.com
[12] jpost.com
[10] thehill.com
[5] irs.gov
[4] time.com
[4] youtube.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[5] twitter.com
[1] foxnews.com
[1] youtube.com

Top Domains in Tweet in G7:
[11] theepochtimes.com
[6] twitter.com
[6] ntd.com
[2] youtube.com
[1] foxnews.com

Top Domains in Tweet in G8:
[58] twitter.com
[5] thepoliticalinsider.com
[5] washingtonexaminer.com
[2] verifythis.com
[2] nytimes.com
[1] nypost.com
[1] speaker.gov
[1] cnbc.com
[1] time.com
[1] foxnews.com

Top Domains in Tweet in G9:
[41] twitter.com
[9] trib.al
[4] youtube.com
[2] theguardian.com
[2] nytimes.com
[2] latimes.com
[2] cnbc.com
[2] irs.gov
[2] wordpress.com
[2] businessinsider.com

Top Domains in Tweet in G10:
[13] twitter.com
[1] newsweek.com
[1] huffpost.com
[1] washingtonpost.com
[1] politico.com
[1] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3643] irs
[267] gop
[230] taxes
[205] tax
[187] republicans
[113] tfg
[94] maga
[80] incometax
[79] democrats
[71] cnn



Top Hashtags in Tweet in G1:
[671] irs
[90] taxes
[63] tax
[30] accounting
[28] taxseason
[28] gop
[25] republicans
[22] taxreturns
[21] incometax
[16] congress

Top Hashtags in Tweet in G2:
[205] irs
[28] losolvidadizos
[10] getready
[8] eitc
[5] taxsecurity
[5] taxes
[4] handwritingday
[4] freefile
[4] scammers
[4] scams

Top Hashtags in Tweet in G3:
[374] irs
[24] irsjobs
[24] bitcoin
[20] tax
[16] nowhiring
[15] taxsecurity
[11] getready
[8] eitc
[7] fbi
[7] cardano

Top Hashtags in Tweet in G4:
[267] irs
[90] republicans
[76] maga
[71] gop
[57] msnbc
[54] foxnews
[53] cnn
[53] pbs
[53] bbcnews
[46] democrats

Top Hashtags in Tweet in G5:
[5] irs
[3] wtfg
[2] fbi
[1] loislerner
[1] classifieddocuments

Top Hashtags in Tweet in G6:
[238] irs
[15] rt
[4] follow
[3] cryptotips
[2] crypto
[1] sec
[1] usa
[1] hfsc
[1] uk
[1] eu

Top Hashtags in Tweet in G7:
[186] irs
[12] airports
[9] republican
[7] classifieddocuments
[4] incometax
[4] biden
[3] houseofrepresentatives
[2] california
[2] fairtaxact
[2] taxes

Top Hashtags in Tweet in G8:
[99] irs
[15] doj
[11] wef
[11] climatechange
[11] executiveorder14067
[11] socialcreditscore
[10] gop
[8] biden
[6] georgesantos
[5] inalienablerights

Top Hashtags in Tweet in G9:
[33] irs
[8] gop
[4] taxes
[4] republicans
[3] civilwar
[3] tax
[2] americans
[2] taxreturns
[2] share
[2] bccrss

Top Hashtags in Tweet in G10:
[122] irs
[113] gop
[111] tfg
[4] proudblue
[4] demvoice1
[3] gopbetrayedamerica
[3] gopterrorists
[3] republicans
[2] house
[1] maga

Top Words
Top Words in Tweet in Entire Graph:
[3639] #irs
[2172] tax
[1021] irs
[864] irsnews
[674] taxes
[633] abolish
[518] house
[470] 000
[464] income
[417] bill

Top Words in Tweet in G1:
[669] #irs
[273] tax
[196] irs
[90] #taxes
[73] more
[72] taxes
[66] income
[63] #tax
[56] 2023
[51] year

Top Words in Tweet in G2:
[454] irsnews
[281] tax
[205] #irs
[81] 2023
[65] jan
[58] ktbenner
[58] income
[58] adamentous
[57] doj
[57] nytmike

Top Words in Tweet in G3:
[374] #irs
[226] irsnews
[206] tax
[126] irstaxpros
[66] irs_ci
[62] 2023
[57] more
[57] taxes
[54] irs
[52] make

Top Words in Tweet in G4:
[267] #irs
[120] gop
[101] housegop
[92] tax
[90] #republicans
[88] 000
[82] irs
[76] #maga
[71] #gop
[57] agents

Top Words in Tweet in G5:
[264] repscottperry
[228] government
[224] shouldn
[224] live
[224] investigators
[224] re
[224] fear
[224] citizens
[224] investigating
[224] american

Top Words in Tweet in G6:
[238] #irs
[236] abolish
[236] tax
[236] make
[235] taxes
[235] fit
[235] postcard
[235] flatter
[235] code
[235] need

Top Words in Tweet in G7:
[194] tax
[186] #irs
[185] house
[169] bill
[168] abolish
[165] national
[159] vote
[158] soon
[152] consumption
[151] repbuddycarter

Top Words in Tweet in G8:
[99] #irs
[79] speakermccarthy
[44] irs
[43] 000
[31] agents
[29] 87
[28] people
[25] over
[21] tax
[18] voted

Top Words in Tweet in G9:
[59] irs
[46] tax
[45] cnn
[37] 000
[35] irsnews
[33] #irs
[33] foxnews
[32] nytimes
[29] 87
[27] income

Top Words in Tweet in G10:
[122] #irs
[114] pass
[113] tax
[113] #gop
[112] defund
[111] cheats
[111] #tfg
[110] care
[110] rich
[110] warrenswil

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[477] abolish,#irs
[307] 87,000
[279] tax,code
[277] income,tax
[262] make,tax
[241] consumption,tax
[237] need,abolish
[236] #irs,make
[236] fit,postcard
[235] fairer,flatter

Top Word Pairs in Tweet in G1:
[33] income,tax
[27] #taxes,#irs
[25] tax,season
[20] abolish,#irs
[18] tax,returns
[18] 87,000
[17] abolish,irs
[17] #irs,#taxes
[16] ch,bps
[15] #irs,#tax

Top Word Pairs in Tweet in G2:
[72] irsnews,#irs
[58] adamentous,ktbenner
[57] nytmike,adamentous
[56] doj,irsnews
[56] ktbenner,doj
[54] rcg3211978,nytmike
[42] jan,23
[37] victims,severe
[37] severe,winter
[34] tax,relief

Top Word Pairs in Tweet in G3:
[64] irsnews,#irs
[26] need,help
[25] learn,more
[24] tax,relief
[23] coinbase,stepping
[23] stepping,plate
[23] assist,make
[23] users,looks
[23] help,auditing
[23] irstaxpros,need

Top Word Pairs in Tweet in G4:
[45] #gop,#maga
[42] 87,000
[39] #irs,#homelandsecurity
[37] #bbcnews,#foxnews
[29] #republicans,#gop
[29] #msnbc,#whitehouse
[29] #congress,#democrats
[29] #maga,#magaga
[29] #senate,#congress
[29] #democrats,#republicans

Top Word Pairs in Tweet in G5:
[224] shouldn,live
[224] re,investigating
[224] investigating,investigators
[224] american,citizens
[224] fear,government
[224] government,re
[224] citizens,shouldn
[224] live,fear
[222] repscottperry,american
[222] investigators,lef

Top Word Pairs in Tweet in G6:
[235] make,tax
[235] need,abolish
[235] fairer,flatter
[235] code,fairer
[235] taxes,fit
[235] tax,code
[235] abolish,#irs
[235] fit,postcard
[235] #irs,make
[235] flatter,taxes

Top Word Pairs in Tweet in G7:
[168] abolish,#irs
[158] soon,vote
[151] national,consumption
[151] consumption,tax
[150] bill,abolish
[149] create,national
[149] #irs,create
[149] vote,bill
[149] house,soon
[149] tax,repbuddycarter

Top Word Pairs in Tweet in G8:
[29] 87,000
[23] irs,agents
[16] 000,irs
[13] investigate,trumps
[13] 000,#irs
[13] #irs,go
[13] over,ten
[13] go,people
[12] good,hear
[12] speakermccarthy,good

Top Word Pairs in Tweet in G9:
[29] 87,000
[23] 000,irs
[22] cnn,msnbc
[21] let's,facts
[21] employees,cnn
[21] msnbc,abc
[21] straight,87
[21] cbsnews,nbcnews
[21] nbcnews,nytimes
[21] facts,straight

Top Word Pairs in Tweet in G10:
[112] defund,#irs
[110] tax,cheats
[109] pass,defund
[109] masters,rich
[109] #gop,admits
[109] admits,masters
[109] rich,tax
[109] #irs,don
[109] free,pass
[109] cheats,#tfg

Top Replied-To
Top Replied-To in Entire Graph:
@irsnews
@rcg3211978
@speakermccarthy
@collinrugg
@tomfitton
@potus
@danielo63481730
@irstaxpros
@repashleyhinson
@housegop

Top Replied-To in G1:
@kam0x

Top Replied-To in G2:
@irsnews
@rcg3211978
@squawkcnbc
@wrapfogel
@ccane42
@katemootadams
@nytmike
@riellodecba
@repdesposito
@daethiopianwolf

Top Replied-To in G3:
@irstaxpros
@irsnews
@potus
@hustonmckinney
@ustreasury
@ewarren
@joebiden
@mtimboomary
@bitcoin
@senschumer

Top Replied-To in G4:
@gop
@housegop
@stevescalise
@tristansnell
@repmattgaetz
@irsnews
@speakerpelosi
@repmtg
@scvindy
@andyostroy

Top Replied-To in G6:
@secgov
@sentedcruz

Top Replied-To in G7:
@rep_clyde

Top Replied-To in G8:
@speakermccarthy
@rncresearch
@karilakewarroom
@atrupar
@fitfan777
@kellyla_2028
@gop
@hopecoming2020
@mikemasse

Top Replied-To in G9:
@foxnews
@stevescalise
@jv3mrc
@labuglady
@joebiden
@cnn
@conwebwatch
@fionama
@jojofromjerz
@nytimes

Top Replied-To in G10:
@repboebert
@arnoldgmac59

Top Mentioned
Top Mentioned in Entire Graph:
@irsnews
@repscottperry
@sentedcruz
@irstaxpros
@repbuddycarter
@epochtimes
@gop
@warrenswil
@housegop
@speakermccarthy

Top Mentioned in G1:
@tampafreepress
@metrovoice
@claudinemarlett
@no_pullbacks
@joshuak33370524
@aviaum
@floridacitizen0
@asure_software
@azavdi
@yidwithlid

Top Mentioned in G2:
@irsnews
@adamentous
@ktbenner
@doj
@nytmike
@robtfrank
@afipcomunica
@riellodecba
@squawkcnbc
@repdonbacon

Top Mentioned in G3:
@irsnews
@irstaxpros
@irs_ci
@potus
@fbi
@coinbase
@irstaxsecurity
@bitcoin
@thejusticedept
@santos4congress

Top Mentioned in G4:
@housegop
@gop
@senategop
@stevescalise
@irsnews
@speakermccarthy
@scvindy
@mcspocky
@nytimes
@irstaxpros

Top Mentioned in G5:
@repscottperry
@capitolreport

Top Mentioned in G6:
@sentedcruz
@bitboy_crypto
@nuzudu
@irsnews
@michaelcburgess
@liz_wheeler

Top Mentioned in G7:
@repbuddycarter
@epochtimes
@ntdnews
@ntdshows
@capitolreport
@tpapres
@protectaxpayers
@speakermccarthy
@stevelancentd
@foxnews

Top Mentioned in G8:
@speakermccarthy
@evalyn27
@churley7111
@housegop
@moderaterepand1
@irsnews
@realdonaldtrump
@rncresearch
@truthpuke
@gop

Top Mentioned in G9:
@cnn
@irsnews
@nytimes
@foxnews
@msnbc
@abc
@cbsnews
@nbcnews
@fionama
@yogaskidogs

Top Mentioned in G10:
@warrenswil
@repboebert
@arnoldgmac59
@irsnews
@laportesandy
@lilohpool
@letfuryhavethe1

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@marekingu
@tradermarcocost
@newsoneplace
@joni_looking
@british_airways
@yarosisnancy
@lindaleeking
@kenkircher1
@klm

Top Tweeters in G1:
@pulpnews
@newsoneplace
@dlasamericas
@capitalmexico
@teppdude
@ambeautifulshow
@miami_diario
@kam0x
@terakoya3
@nathanielbumpo

Top Tweeters in G2:
@tradermarcocost
@kimvie
@danielharder82
@gracielap2018
@realtuckfrumper
@tassajarard
@vickimo08056436
@isobelcarr
@aranom12
@lindalawrey

Top Tweeters in G3:
@carrybeyond
@30actruth
@applebees
@independent_ie
@diyaelisa
@monkeyface__
@cfraase
@ap
@diana_chumley
@mjcaswell

Top Tweeters in G4:
@stockguy61
@thehill
@dcexaminer
@memeburk
@penndragonart
@debbiesva
@alwaysthinkhow
@smc429
@1zzyzyx1
@ccgevirtz

Top Tweeters in G5:
@marekingu
@mcarsonaos
@patriotpromise2
@matthew52802818
@oliviaand24
@phys878
@jdj1112
@ross_kross
@desicuban
@dorothy1961

Top Tweeters in G6:
@hardcoreads
@jose_mi86
@liz_wheeler
@alejand88747964
@nuzudu
@bitboy_crypto
@sir_0z
@trillho21xrp
@kwalis6294
@silahsilva1981

Top Tweeters in G7:
@ebscbwi
@briankirkland5
@ex_lefty
@mcarmichael16
@ia_vets
@victoriaokane
@kjpritchard4
@epochtimes
@victora86621867
@halfeatenmind

Top Tweeters in G8:
@terryg1979
@montpellier21
@itsweezie
@lsferguson
@clcpiercecarol
@kristiwelshies
@andthatandthis
@debbidelicious
@kevinhaddad08
@sharoncarbine

Top Tweeters in G9:
@reuters
@guardian
@huffpost
@skynews
@cnbc
@nypost
@foxnews
@bbcnews
@nytimes
@latimes

Top Tweeters in G10:
@alaskarebel
@mchovden1785
@gumboqueen3030
@cindycinnis
@leahaller55
@sofyblu2
@mikanojo
@carol_33410
@beverlyb11
@asmokee1