Propublica, Twitter, 8/26/2022 3:23:04 PM, 280743


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Propublica_2022-08-26_06-05-15.xlsx
Propublica_2022-08-26_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 26, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3Aqhk8z
@andykroll
@propublica
@senwhitehouse
@repdonbeyer
@citizenwillis
@tribelaw
@rhonda_harbison
@gregolear
@daswenson
@strikedebt

Top hashtags:
#studentloans
#seidbarre
#judiciary
#leonardleo
#scotus
#hypocrite

Description:
Description
The graph represents a network of 7,625 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 13:09 UTC.

The requested start date was Friday, 26 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Tuesday, 23 August 2022 at 13:15 UTC to Thursday, 25 August 2022 at 15:36 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7625
Unique Edges : 3732
Edges With Duplicates : 14226
Total Edges : 17958
Number of Edge Types : 5
Tweet : 534
Retweet : 6319
MentionsInRetweet : 8318
Replies to : 771
Mentions : 2016
Self-Loops : 559
Reciprocated Vertex Pair Ratio : 0.00470395745986297
Reciprocated Edge Ratio : 0.00936386768447837
Connected Components : 511
Single-Vertex Connected Components : 258
Maximum Vertices in a Connected Component : 6481
Maximum Edges in a Connected Component : 16600
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.105983
Graph Density : 0.000169008996611219
Modularity : 0.475255
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 7,625 Twitter users whose tweets in the requested range contained "Propublica", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 13:09 UTC.

The requested start date was Friday, 26 August 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 2-day, 2-hour, 21-minute period from Tuesday, 23 August 2022 at 13:15 UTC to Thursday, 25 August 2022 at 15:36 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Propublica
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:
[236] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[142] https://projects.propublica.org/coronavirus/bailouts/
[82] https://projects.propublica.org/coronavirus/bailouts/loans/prager-university-foundation-2828437102
[79] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[68] https://projects.propublica.org/coronavirus/bailouts/loans/newsmax-media-inc-4496557105
[56] https://www.propublica.org/article/national-debt-trump
[55] https://www.propublica.org/article/work-opportunity-tax-credit-temp-permanent-employment
[45] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[40] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws
[34] https://truthorfiction.com/

Top URLs in Tweet in G1:
[10] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[3] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[1] https://www.documentcloud.org/documents/21120265-2020-cckc4-990#document/p3
[1] https://projects.propublica.org/nonprofits/display_990/357090597/2016_11_EO%2F35-7090597_990O_201512
[1] https://twitter.com/WokeOldMan/status/1562045510797647873
[1] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws

Top URLs in Tweet in G2:
[18] https://www.youtube.com/watch?v=tsglcLdsCj0&feature=youtu.be

[9] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[7] https://projects.propublica.org/coronavirus/bailouts/
[7] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[6] https://www.levernews.com/how-a-secretive-billionaire-handed-his-fortune-to-the-architect-of-the-right-wing-takeover-of-the-courts/
[5] https://twitter.com/propublica/status/1562416930149236737
[3] https://trib.al/iF9RKBd
[3] https://www.propublica.org/article/work-opportunity-tax-credit-temp-permanent-employment
[2] https://www.propublica.org/nerds/visualizing-toxic-air
[2] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws

Top URLs in Tweet in G3:
[12] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://projects.propublica.org/coronavirus/bailouts/
[1] https://twitter.com/propublica/status/1562714816879345667
[1] https://www.propublica.org/article/work-opportunity-tax-credit-temp-permanent-employment

Top URLs in Tweet in G4:
[2] https://projects.propublica.org/coronavirus/bailouts/loans/taylor-commercial-inc-1932537103
[2] https://www.propublica.org/article/work-opportunity-tax-credit-temp-permanent-employment?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=feature
[1] https://twitter.com/Acyn/status/1562530929838436355
[1] https://apple.news/AmG6gdyZUQyiH5MrpQlCa-w
[1] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid

Top URLs in Tweet in G5:
[59] https://nymag.com/intelligencer/2018/10/irs-the-gop-propublica-budget-cuts-enforcement-billions.html
[27] https://projects.propublica.org/coronavirus/bailouts/
[16] https://www.propublica.org/article/national-debt-trump
[7] https://www.propublica.org/article/secret-irs-files-reveal-how-much-the-ultrawealthy-gained-by-shaping-trumps-big-beautiful-tax-cut
[6] https://www.propublica.org/article/trump-friends-and-family-cleared-for-millions-in-small-business-bailout
[6] https://projects.propublica.org/bailout/list
[5] https://projects.propublica.org/coronavirus/bailouts/search?q=62801&fbclid=IwAR29RHwG9gBYxwk4RbmIFmDwfybjfvQR_e9Z5P5Miq3xaDBWNlwf4CZZwX0
[5] https://www.propublica.org/article/national-debt-trump/amp
[4] https://www.propublica.org/article/how-the-irs-was-gutted
[3] https://projects.propublica.org/coronavirus/bailouts/loans/taylor-commercial-inc-1932537103

Top URLs in Tweet in G6:
[75] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[35] https://www.propublica.org/article/work-opportunity-tax-credit-temp-permanent-employment
[15] https://projects.propublica.org/coronavirus/bailouts/
[14] https://twitter.com/propublica/status/1562726792771047424
[14] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti
[9] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws
[5] https://twitter.com/propublica/status/1562020565824716801
[5] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms
[5] https://apple.news/AmG6gdyZUQyiH5MrpQlCa-w
[4] https://www.propublica.org/article/colorado-river-water-shortage-jay-famiglietti#1401272

Top URLs in Tweet in G7:
[79] https://projects.propublica.org/coronavirus/bailouts/loans/prager-university-foundation-2828437102
[64] https://projects.propublica.org/coronavirus/bailouts/loans/newsmax-media-inc-4496557105
[16] https://projects.propublica.org/coronavirus/bailouts/loans/the-daily-caller-inc-4774857200
[5] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[4] https://twitter.com/prageru/status/1562520959193530375
[3] https://projects.propublica.org/coronavirus/bailouts/
[2] https://projects.propublica.org/coronavirus/bailouts/search?q=daily+caller
[2] https://www.propublica.org/article/any-half-decent-hacker-could-break-into-mar-a-lago/amp
[1] https://twitter.com/henryrodgersdc/status/1562526071828135943
[1] https://projects.propublica.org/coronavirus/bailouts/loans/sarasota-500-llc-8769017003

Top URLs in Tweet in G8:
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/welton-chang-interview-right-wing-platforms?utm_source=sailthru&utm_medium=email&utm_campaign=majorinvestigations&utm_content=river
[1] https://www.propublica.org/article/family-research-council-irs-church-status
[1] https://projects.propublica.org/parler-capitol-videos/

Top URLs in Tweet in G9:
[4] https://projects.propublica.org/coronavirus/bailouts/search?q=
[2] https://www.propublica.org/article/minnesota-abortion-access-island-barriers
[2] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws
[1] https://projects.propublica.org/coronavirus/bailouts/search?q=50010
[1] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://twitter.com/BFriedmanDC/status/1562642791724773376
[1] https://www.propublica.org/article/texas-book-banning-libraries-lgbtq-hood-county
[1] https://projects.propublica.org/coronavirus/bailouts/loans/newsmax-media-inc-4496557105

Top URLs in Tweet in G10:
[14] https://www.propublica.org/article/dark-money-leonard-leo-barre-seid
[1] https://projects.propublica.org/coronavirus/bailouts/loans/prager-university-foundation-2828437102
[1] https://www.propublica.org/article/nevada-ghost-guns-polymer80-firearms-laws

Top Domains
Top Domains in Tweet in Entire Graph:
[1346] propublica.org
[142] twitter.com
[80] nymag.com
[34] truthorfiction.com
[26] trib.al
[20] apple.news
[20] youtube.com
[12] propub.li
[8] americanprogress.org
[7] theguardian.com

Top Domains in Tweet in G1:
[15] propublica.org
[1] documentcloud.org
[1] twitter.com

Top Domains in Tweet in G2:
[48] propublica.org
[25] twitter.com
[23] trib.al
[20] youtube.com
[12] propub.li
[6] levernews.com
[1] truenorthresearch.org
[1] thebaltimorebanner.com
[1] mainebeacon.com
[1] nymag.com

Top Domains in Tweet in G3:
[14] propublica.org
[1] twitter.com

Top Domains in Tweet in G4:
[6] propublica.org
[1] twitter.com
[1] apple.news

Top Domains in Tweet in G5:
[104] propublica.org
[59] nymag.com
[5] twitter.com
[1] autoblog.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[227] propublica.org
[50] twitter.com
[10] apple.news
[2] bigearth-data.com
[1] go.com
[1] verifythis.com
[1] theguardian.com
[1] trib.al
[1] apple.com
[1] forbes.com

Top Domains in Tweet in G7:
[180] propublica.org
[11] twitter.com

Top Domains in Tweet in G8:
[5] propublica.org

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

Top Domains in Tweet in G10:
[16] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] studentloans
[32] seidbarre
[9] judiciary
[6] leonardleo
[5] scotus
[4] hypocrite
[4] cancelstudentdebt
[4] gop
[4] endcitizensunited
[4] trumpcoupattempt



Top Hashtags in Tweet in G1:
[1] ghostguns

Top Hashtags in Tweet in G2:
[2] studentloans
[2] leonardleo
[2] cronycapitalism
[1] secretirsfiles
[1] westwater
[1] groundwater
[1] studentloanforgiveness
[1] ppploanforgiveness
[1] dollarsfordoctors
[1] propublica

Top Hashtags in Tweet in G3:
[1] ruleoflaw
[1] defendamerica
[1] unleo
[1] darkmoney

Top Hashtags in Tweet in G4:
[1] resistanceearth

Top Hashtags in Tweet in G5:
[2] traitor
[2] gopliars
[2] voteblue
[1] studentloanforgiveness
[1] republicanhypocrisy
[1] goplies
[1] studentloans
[1] biden
[1] trumpcrimefamily
[1] lockthemallup

Top Hashtags in Tweet in G6:
[3] iowappp
[2] darkmoney
[2] discloseact
[2] cancelstudentdebt
[2] minnesota
[1] democracy
[1] federalistsociety
[1] truth
[1] goptraitorstodemocracy
[1] trump

Top Hashtags in Tweet in G8:
[4] trumpcoupattempt
[4] seditionhunters
[1] capitolbuilding
[1] insurrectionists

Top Hashtags in Tweet in G10:
[1] propublica
[1] ghostguns

Top Words
Top Words in Tweet in Entire Graph:
[2746] story
[2517] propublica
[2137] andykroll
[1764] architect
[1711] supreme
[1672] donor
[1668] tell
[1658] whole
[1652] key
[1651] ultrasecretive

Top Words in Tweet in G1:
[1444] andykroll
[1431] architect
[1428] story
[1425] ultrasecretive
[1425] donor
[1425] supreme
[1425] whole
[1424] tell
[1424] key
[1424] court's

Top Words in Tweet in G2:
[1056] propublica
[602] andykroll
[435] levernews
[267] loan
[238] seid
[213] barre
[192] money
[189] reporting
[183] leo
[182] story

Top Words in Tweet in G3:
[1004] story
[992] propublica
[976] senwhitehouse
[969] money
[968] dark
[966] same
[966] doesn
[966] wake
[966] don
[966] know

Top Words in Tweet in G4:
[599] loan
[597] marjorie
[597] taylor
[597] greene's
[597] construction
[597] company
[597] received
[597] 180
[597] 000
[597] ppp

Top Words in Tweet in G5:
[108] irs
[62] gop
[61] over
[53] rich
[51] rhonda_harbison
[51] gutted
[45] made
[44] republicans
[43] ppp
[39] gopchairwoman

Top Words in Tweet in G6:
[69] propublica
[51] tax
[48] work
[46] right
[44] wing
[43] billionaire
[42] secretive
[42] courts
[41] temp
[41] handed

Top Words in Tweet in G7:
[258] ppp
[252] citizenwillis
[250] received
[209] forgiven
[182] loan
[162] weather
[162] covid
[146] help
[89] 2020
[84] loans

Top Words in Tweet in G8:
[212] 6b
[212] donation
[212] made
[212] history
[212] largest
[212] single
[212] sum
[212] contributed
[212] effort
[212] destroy

Top Words in Tweet in G9:
[135] loan
[127] zip
[127] code
[126] student
[123] experiencing
[123] localized
[123] outrage
[123] over
[123] plan
[123] relieve

Top Words in Tweet in G10:
[241] billion
[240] seid
[126] barre
[125] gregolear
[115] leo
[115] democracy
[114] important
[114] gave
[114] ratfuck
[114] 90

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1651] tell,story
[1650] story,ultrasecretive
[1650] ultrasecretive,donor
[1650] donor,key
[1650] key,architect
[1650] architect,supreme
[1650] supreme,court's
[1650] court's,rightward
[1650] rightward,lurch
[1650] lurch,whole

Top Word Pairs in Tweet in G1:
[1424] tell,story
[1424] story,ultrasecretive
[1424] ultrasecretive,donor
[1424] donor,key
[1424] key,architect
[1424] architect,supreme
[1424] supreme,court's
[1424] court's,rightward
[1424] rightward,lurch
[1424] lurch,whole

Top Word Pairs in Tweet in G2:
[346] propublica,levernews
[213] barre,seid
[160] leonard,leo
[149] dark,money
[145] andykroll,tell
[145] tell,story
[145] story,ultrasecretive
[145] ultrasecretive,donor
[145] donor,key
[145] key,architect

Top Word Pairs in Tweet in G3:
[967] dark,money
[966] same,story
[966] story,propublica
[966] propublica,doesn
[966] doesn,wake
[966] wake,dark
[966] money,don
[966] don,know
[966] know,makes
[965] senwhitehouse,same

Top Word Pairs in Tweet in G4:
[597] marjorie,taylor
[597] taylor,greene's
[597] greene's,construction
[597] construction,company
[597] company,received
[597] received,180
[597] 180,000
[597] 000,ppp
[597] ppp,loan
[597] loan,federal

Top Word Pairs in Tweet in G5:
[49] gutted,irs
[44] gop,gutted
[44] irs,rich
[44] rich,made
[30] republicans,slashed
[30] slashed,funding
[30] funding,irs
[30] irs,limit
[30] limit,resources
[30] resources,need

Top Word Pairs in Tweet in G6:
[44] right,wing
[41] secretive,billionaire
[41] billionaire,handed
[41] handed,fortune
[41] fortune,architect
[41] architect,right
[41] wing,takeover
[39] takeover,courts
[37] tax,credit
[35] temp,work

Top Word Pairs in Tweet in G7:
[176] ppp,loan
[162] weather,covid
[146] help,weather
[125] covid,forgiven
[82] loan,2020
[82] 2020,help
[82] ppp,loans
[81] loans,forgiven
[78] prageru,received
[78] received,704

Top Word Pairs in Tweet in G8:
[212] 6b,donation
[212] donation,made
[212] made,history
[212] history,largest
[212] largest,single
[212] single,sum
[212] sum,contributed
[212] contributed,effort
[212] effort,destroy
[212] destroy,democracy

Top Word Pairs in Tweet in G9:
[127] zip,code
[126] student,loan
[123] experiencing,localized
[123] localized,outrage
[123] outrage,over
[123] over,plan
[123] plan,relieve
[123] relieve,college
[123] college,student
[123] loan,debt

Top Word Pairs in Tweet in G10:
[126] barre,seid
[115] leo,billion
[114] important,barre
[114] seid,gave
[114] gave,leo
[114] billion,billion
[114] billion,ratfuck
[114] ratfuck,democracy
[114] democracy,seid
[114] seid,90

Top Replied-To
Top Replied-To in Entire Graph:
@andykroll
@propublica
@donaldjtrumpjr
@mike_hixenbaugh
@no2hitting
@benshapiro
@freeusall4good
@foxnews
@gopleader
@laurenboebert

Top Replied-To in G1:
@andykroll

Top Replied-To in G2:
@andykroll
@propublica
@hairball911
@sarahesmith23
@jimmcwilliams5
@sweetamy614
@jayfamiglietti
@boltyboy
@ljlavlynda
@piping_in

Top Replied-To in G3:
@senwhitehouse
@drlindanp
@normornstein
@thereseflanagan

Top Replied-To in G4:
@wjctnews

Top Replied-To in G5:
@donaldjtrumpjr
@judiciarygop
@gopleader
@marshablackburn
@laurenboebert
@leadermcconnell
@sentomcotton
@gopchairwoman
@mikepompeo
@ronnyjacksontx

Top Replied-To in G7:
@capaction
@highbrow_nobrow
@nthvnfun
@citizenwillis
@gclinch
@phiedeaux
@billwatsn

Top Replied-To in G8:
@joled16

Top Replied-To in G9:
@bfriedmandc
@cmclymer
@matttdavies

Top Replied-To in G10:
@gregolear
@andy_olsen

Top Mentioned
Top Mentioned in Entire Graph:
@andykroll
@propublica
@senwhitehouse
@repdonbeyer
@levernews
@citizenwillis
@tribelaw
@gregolear
@sarahesmith23
@daswenson

Top Mentioned in G1:
@andykroll
@levernews
@propublica
@justinelliott
@andrewperezdc
@kenvogel
@maverickliz
@robertmaguire_
@shanegoldmacher
@iamystifiedlf

Top Mentioned in G2:
@propublica
@andykroll
@levernews
@sarahesmith23
@kenvogel
@shanegoldmacher
@andrewperezdc
@democracynow
@davidcorndc
@ljlavlynda

Top Mentioned in G3:
@senwhitehouse
@andykroll
@propublica
@justtrueblue
@urocklive1
@alinagrafik
@thereseflanagan
@arenacops
@redheadedtrader
@dahlialithwick

Top Mentioned in G4:
@repdonbeyer
@senwhitehouse
@andykroll
@propublica
@bambooshooti
@belllawfirmwv
@melissainjax
@katherineghobbs
@heatherschatz
@binxbolling2021

Top Mentioned in G5:
@rhonda_harbison
@gopchairwoman
@wssmomma
@judiciarygop
@waltshaub
@cfreymeyer
@dervishwaking
@marshablackburn
@gopleader
@gop

Top Mentioned in G6:
@fradarl29
@toneonlyphoto
@bothandeach

Top Mentioned in G7:
@citizenwillis
@grovernorquist
@dailycaller
@repdonbeyer
@capaction
@propublica
@senwhitehouse
@triallawyerrich
@mountainsstars
@saftyinnumbers

Top Mentioned in G8:
@tribelaw
@senwhitehouse
@andykroll
@mjs_dc
@dblack849
@joled16
@valerialfrances
@repdonbeyer
@levernews

Top Mentioned in G9:
@daswenson
@safetypindaily
@repdonbeyer
@sentient_onion
@propublica
@andykroll
@senwhitehouse
@jasonkander
@newsdayopinion
@citizenwillis

Top Mentioned in G10:
@gregolear
@bentonhajima
@senwhitehouse
@andykroll
@repdonbeyer
@citizenwillis
@bettie003
@tribelaw

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@threadreaderapp
@dichristine
@odio_nao
@7b73f39b85e1415
@kat4obama
@telesurtv
@1denmadrid
@joni_looking
@britpoptarts

Top Tweeters in G1:
@lizditz
@jorge_c_ny
@girlzinger
@nitenitemelissa
@kcolaizzo
@rebels2008
@protectingterra
@garden4u_wa
@ncfarmer321
@dian_simplethin

Top Tweeters in G2:
@missb62
@threadreaderapp
@dichristine
@1denmadrid
@joni_looking
@ligayaloyola
@backstorymom1
@pollsstar
@adekleine
@micjojd

Top Tweeters in G3:
@7b73f39b85e1415
@kat4obama
@britpoptarts
@inspiteoftrump
@79topper
@sexygirl798
@enrico056
@lorettabower3
@squirrel1110
@castonchris

Top Tweeters in G4:
@bannerite
@rhiles2760
@manchuriandevil
@tottenbill
@linda1746
@avonan
@jocowboys87
@njdoc
@artis_elemental
@boris3324

Top Tweeters in G5:
@carrybeyond
@rhonda_harbison
@antipandemonium
@boandsunny
@abramson1234
@debbiesva
@cherijacobus
@ronilj261
@1401bonniek
@jenasummerlin

Top Tweeters in G6:
@ken_crichlow
@new_narrative
@drpatfarrell
@reverendentity
@danwibg
@megawatts55
@rpstranslations
@santo_aol
@zzsheyn
@ma_nyc7

Top Tweeters in G7:
@vedehimajumdar
@theresamax
@vmbritsch
@stlhd100
@bethlastname
@phoenixwomanmn
@beth4158
@mumbly_joe
@n69n
@kriscolvin

Top Tweeters in G8:
@straitarrow10
@lindacollins11
@frackhazreveal
@familygrowing1
@reggiebub
@bob_levitt
@shirleydebalsi
@dazyjane410
@snarkytoes
@danhomick

Top Tweeters in G9:
@safetypindaily
@charluv2011
@james_savage15
@down2marsgirl
@larry_du_nord
@dorothyk98
@cmclymer
@kidpoulsbo
@slice7
@tekstol

Top Tweeters in G10:
@marthalynneowe1
@1loriking
@morgfair
@phendricks71
@thomasjankow
@kals55
@bluedillygal
@behappyandcivil
@p1z4t
@bjorkian15


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