Propublica, Twitter, 6/28/2021 2:35:59 PM, 257864
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Propublica_2021-06-27_05-35-12.xlsx
Propublica_2021-06-27_05-35-12.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
June 28, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3y4wH3A
@propublica
@danpriceseattle
@nytchinese
@aaronwiener
@davidsirota
@ericuman
@justinelliott
@jeffykao
@badiucao
@charlesornstein

Top hashtags:
#secretirsfiles
#uyghurs
#china
#xinjiang
#maga
#gop
#taxtherich
#cijsummer

Description:
Description
The graph represents a network of 7,221 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 Sunday, 27 June 2021 at 12:42 UTC.

The requested start date was Friday, 25 June 2021 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, 18-hour, 46-minute period from Monday, 21 June 2021 at 20:54 UTC to Thursday, 24 June 2021 at 15:41 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 : 7221
Unique Edges : 3808
Edges With Duplicates : 12858
Total Edges : 16666
Number of Edge Types : 5
Retweet : 5522
MentionsInRetweet : 6873
Replies to : 799
Tweet : 1166
Mentions : 2306
Self-Loops : 1195
Reciprocated Vertex Pair Ratio : 0.00742311770943796
Reciprocated Edge Ratio : 0.0147368421052632
Connected Components : 903
Single-Vertex Connected Components : 660
Maximum Vertices in a Connected Component : 5695
Maximum Edges in a Connected Component : 14641
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.905902
Graph Density : 0.0001639953643977
Modularity : 0.452709
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,221 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 Sunday, 27 June 2021 at 12:42 UTC.

The requested start date was Friday, 25 June 2021 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, 18-hour, 46-minute period from Monday, 21 June 2021 at 20:54 UTC to Thursday, 24 June 2021 at 15:41 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:
[400] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[155] https://twitter.com/propublica/status/1408002436124626946
[125] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[71] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[60] https://www.theatlantic.com/ideas/archive/2021/06/abigail-disney-rich-protect-dynastic-wealth-propublica-tax/619212/
[33] https://www.rollingstone.com/politics/politics-features/propublica-billionaires-taxes-wealth-defense-industry-1187564/
[30] https://twitter.com/propublica/status/1408022708663767041
[29] https://www.propublica.org/article/few-cops-we-found-using-force-on-george-floyd-protesters-are-known-to-have-faced-discipline
[17] https://www.propublica.org/article/why-we-are-publishing-the-tax-secrets-of-the-001
[16] https://projects.propublica.org/nypd-disciplinary-records/

Top URLs in Tweet in G1:
[32] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[17] https://twitter.com/propublica/status/1408002436124626946
[9] https://www.propublica.org/article/why-we-are-publishing-the-tax-secrets-of-the-001
[6] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[4] https://trib.al/oTi9TfD
[4] https://trib.al/DAubkfw
[4] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[4] https://www.propublica.org/newsletters/the-secret-irs-files
[4] https://freebeacon.com/media/propublica-donors-absent-from-bombshell-report-on-billionaire-tax-dodgers/
[3] https://www.propublica.org/atpropublica/robin-sparkman-named-president-and-co-ceo-of-propublica-storycorps-ceo-will-succeed-richard-tofel-in-september

Top URLs in Tweet in G2:
[3] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[2] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[1] https://www.csmonitor.com/USA/Politics/2021/0621/Taxes-and-the-rich-America-s-history-of-favoritism-and-crackdowns
[1] https://www.propublica.org/article/some-hospitals-kept-suing-patients-over-medical-debt-through-the-pandemic
[1] https://twitter.com/propublica/status/1407523736681652225

Top URLs in Tweet in G3:
[179] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[105] https://twitter.com/propublica/status/1408002436124626946
[38] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[27] https://www.theatlantic.com/ideas/archive/2021/06/abigail-disney-rich-protect-dynastic-wealth-propublica-tax/619212/
[24] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[22] https://twitter.com/propublica/status/1408022708663767041
[15] https://www.rollingstone.com/politics/politics-features/propublica-billionaires-taxes-wealth-defense-industry-1187564/
[10] https://twitter.com/propublica/status/1407321483278487556
[10] https://twitter.com/propublica/status/1407523736681652225
[7] https://freebeacon.com/media/propublica-donors-absent-from-bombshell-report-on-billionaire-tax-dodgers/

Top URLs in Tweet in G4:
[43] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=9c9a9780-d502-11eb-ba34-2f357098bafc&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yNC9wZXRlci10aGllbC1oYXMtYW1hc3NlZC01LWJpbGxpb24taW4taGlzLXJvdGgtaXJhLXByb3B1YmxpY2E=
[4] https://twitter.com/propublica/status/1408002436124626946
[2] https://twitter.com/propublica/status/1408022708663767041
[2] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[2] https://www.propublica.org/article/how-our-investigation-into-untested-dna-evidence-helped-solve-a-1983-murder
[1] https://twitter.com/justinelliott/status/1407988873813237760
[1] https://www.propublica.org/atpropublica/robin-sparkman-named-president-and-co-ceo-of-propublica-storycorps-ceo-will-succeed-richard-tofel-in-september
[1] https://trib.al/DAubkfw
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=cb6707b0-d502-11eb-b9da-d331a95bbb56&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yNC9wZXRlci10aGllbC1oYXMtYW1hc3NlZC01LWJpbGxpb24taW4taGlzLXJvdGgtaXJhLXByb3B1YmxpY2E/dXRtX2NvbnRlbnQ9YnVzaW5lc3MmdXRtX2NhbXBhaWduPXNvY2lhbGZsb3ctb3JnYW5pYyZ1dG1fc291cmNlPXR3aXR0ZXImY21waWQ9c29jaWFsZmxvdy10d2l0dGVyLWJ1c2luZXNzJnV0bV9tZWRpdW09c29jaWFs

Top URLs in Tweet in G5:
[22] https://www.theatlantic.com/ideas/archive/2021/06/abigail-disney-rich-protect-dynastic-wealth-propublica-tax/619212/
[11] https://www.theatlantic.com/ideas/archive/2021/06/abigail-disney-rich-protect-dynastic-wealth-propublica-tax/619212/?utm_source=twitter&utm_medium=social&utm_campaign=share
[7] https://www.propublica.org/article/few-cops-we-found-using-force-on-george-floyd-protesters-are-known-to-have-faced-discipline
[5] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[4] https://www.propublica.org/article/national-debt-trump
[2] the
[2] https://www.propublica.org/article/the-kushners-freddie-mac-loan-wasnt-just-massive-it-came-with-unusually-good-terms-too
[2] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[2] https://twitter.com/propublica/status/1407583886486421508
[2] https://www.propublica.org/article/ice-guards-systematically-sexually-assault-detainees-in-an-el-paso-detention-center-lawyers-say

Top URLs in Tweet in G6:
[50] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[29] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[4] https://www.propublica.org/newsletters/the-big-story
[3] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[2] https://twitter.com/propublica/status/1408005703936184328
[2] https://twitter.com/zhonggg/status/1407662760360517634
[2] https://twitter.com/propublica/status/1408002436124626946
[2] https://www.propublica.org/article/few-cops-we-found-using-force-on-george-floyd-protesters-are-known-to-have-faced-discipline
[2] https://davemarash.com/2021/06/21/lydia-depilis-pro-publica-fleecing-the-pandemic-safety-net/
[1] https://projects.propublica.org/tips/help-us-report-on-taxes-and-ultrawealthy/

Top URLs in Tweet in G7:
[4] https://www.dailyposter.com/why-are-billionaires-presumed-innocent/
[4] https://www.propublica.org/article/leading-manhattan-da-candidate-has-repeatedly-paid-virtually-no-federal-income-taxes
[2] https://twitter.com/propublica/status/1407523736681652225
[1] https://www.washingtonpost.com/opinions/2021/06/10/propublica-elon-musk-bezos-billionaire-taxes-investigation-rethink/?emci=9dd28713-1fcd-eb11-a7ad-501ac57b8fa7&emdi=4a23f9d0-44cd-eb11-a7ad-501ac57b8fa7&ceid=8363474
[1] https://twitter.com/kylegriffin1/status/1405518092298440712
[1] https://bit.ly/35H9EzK
[1] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax?fbclid=IwAR2FMy84q7fm-6Ox2_mzPT96Yw3CpKBxFztZa5ZleBMUlD8iHFD00SpRods
[1] https://twitter.com/propublica/status/1402222694679068675

Top URLs in Tweet in G8:
[9] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[9] https://www.rfa.org/mandarin/Xinwen/1-06232021082737.html
[4] https://www.nytimes.com/zh-hans/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda-chinese.html
[1] https://twitter.com/nytchinese/status/1407542640858501121
[1] https://www.nytimes.com/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda-chinese.html?utm_source=tw-nytimeschinese&utm_medium=social&utm_campaign=cur
[1] https://twitter.com/RealPNavarro/status/1408044705133252612
[1] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[1] https://tweetedtimes.com/ellitweets?s=tnp

Top URLs in Tweet in G9:
[6] https://itrustcapital.com/?referralcode=RULEXRP&utm_source=partner&utm_medium=youtube&utm_campaign=RULEXRP
[5] https://www.nytimes.com/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda.html
[3] https://www.nytimes.com/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda.html?action=click&module=Top%20Stories&pgtype=Homepage
[2] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[2] https://www.propublica.org/article/how-china-uses-youtube-and-twitter-to-spread-its-propaganda-version-of-life-for-uyghurs-in-xinjiang
[2] https://www.nytimes.com/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda.html?referringSource=articleShare
[2] https://news.cardnotpresent.com/news/generalists-specialists-and-fraud-a-qa-with-investigative-reporter-and-author-david-epstein?utm_campaign=2021%20CNP%20Report&utm_content=170014900&utm_medium=social&utm_source=twitter&hss_channel=tw-163168151
[1] https://trib.al/y9gFLgK
[1] https://www.nytimes.com/interactive/2021/06/22/technology/xinjiang-uyghurs-china-propaganda.htmlfound
[1] https://www.youtube.com/watch?v=iW8Rwf0x6ds&feature=youtu.be


Top URLs in Tweet in G10:
[4] https://projects.propublica.org/nypd-disciplinary-records/
[3] https://twitter.com/propublica/status/1407549735028789256
[3] https://www.propublica.org/article/documents-show-trump-officials-used-secret-terrorism-unit-to-question-lawyers-at-the-border
[2] https://www.propublica.org/article/lord-of-the-roths-how-tech-mogul-peter-thiel-turned-a-retirement-account-for-the-middle-class-into-a-5-billion-dollar-tax-free-piggy-bank
[1] https://projects.propublica.org/itemizer/filing/1521189/schedule/sb
[1] https://trib.al/AYAFglm
[1] https://twitter.com/propublica/status/1407505296717750275
[1] https://twitter.com/derekwillis/status/1407674138014191618
[1] https://www.indianz.com/News/2020/05/22/propublica-former-trump-aide-provided-fa.asp

Top Domains
Top Domains in Tweet in Entire Graph:
[989] propublica.org
[440] twitter.com
[80] theatlantic.com
[66] tweetedtimes.com
[63] trib.al
[36] rollingstone.com
[31] nytimes.com
[25] bloomberg.com
[18] dailycaller.com
[15] propub.li

Top Domains in Tweet in G1:
[78] propublica.org
[57] trib.al
[54] twitter.com
[15] propub.li
[4] freebeacon.com
[3] theatlantic.com
[3] pbs.org
[3] dailycaller.com
[2] nytimes.com
[2] threadreaderapp.com

Top Domains in Tweet in G2:
[6] propublica.org
[1] csmonitor.com
[1] twitter.com

Top Domains in Tweet in G3:
[373] propublica.org
[232] twitter.com
[64] tweetedtimes.com
[32] theatlantic.com
[17] rollingstone.com
[7] freebeacon.com
[7] bloomberg.com
[6] msn.com
[5] jacobinmag.com
[5] pressreleasepoint.com

Top Domains in Tweet in G4:
[51] propublica.org
[8] twitter.com
[6] bloomberg.com
[1] trib.al
[1] threadreaderapp.com

Top Domains in Tweet in G5:
[35] theatlantic.com
[30] propublica.org
[25] twitter.com
[1] bloomberg.com
[1] trib.al
[1] expressnews.com
[1] abc57.com
[1] nytimes.com
[1] newsweek.com
[1] usatoday.com

Top Domains in Tweet in G6:
[93] propublica.org
[6] twitter.com
[2] nytimes.com
[2] davemarash.com

Top Domains in Tweet in G7:
[5] propublica.org
[4] dailyposter.com
[4] twitter.com
[1] washingtonpost.com
[1] bit.ly

Top Domains in Tweet in G8:
[10] propublica.org
[9] rfa.org
[5] nytimes.com
[2] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G9:
[11] nytimes.com
[7] propublica.org
[6] itrustcapital.com
[4] youtube.com
[3] twitter.com
[3] cardnotpresent.com
[2] typepad.com
[1] trib.al
[1] bloombergtax.com
[1] cpatrendlines.com

Top Domains in Tweet in G10:
[10] propublica.org
[5] twitter.com
[1] trib.al
[1] indianz.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] secretirsfiles
[20] uyghurs
[18] china
[11] xinjiang
[11] maga
[10] gop
[9] taxtherich
[9] cijsummer
[8] rothira
[8] medical



Top Hashtags in Tweet in G1:
[10] secretirsfiles
[8] medical
[4] rothira
[4] boytshirt
[4] boyshirt
[2] scranton
[2] cooltshirt
[2] tshirt
[2] americantshirt
[2] kidstshirt

Top Hashtags in Tweet in G2:
[1] smartnews

Top Hashtags in Tweet in G3:
[5] uyghurs
[4] china
[3] propublica
[3] rothira
[2] seditionhunters
[2] acab
[2] defundthepolice
[2] socialmedia
[2] peterthiel
[1] ceb

Top Hashtags in Tweet in G4:
[3] secretirsfiles
[1] peterthiel

Top Hashtags in Tweet in G5:
[11] maga
[10] gop
[2] corruptgop
[2] primeday2021
[1] tax
[1] peterthiel
[1] rothira
[1] exhausted
[1] backdoorrothira
[1] vaccinatenow

Top Hashtags in Tweet in G6:
[39] secretirsfiles
[6] china
[6] uyghurs
[4] islamophobia
[2] propaganda
[1] uighurs
[1] xinjiang

Top Hashtags in Tweet in G8:
[3] 中国共产党

Top Hashtags in Tweet in G9:
[7] xinjiang
[6] xrpcommunity
[4] china
[4] uyghurs
[3] chine
[2] tax
[2] retailconverge
[2] retail
[2] fraud
[2] fraudster

Top Hashtags in Tweet in G10:
[1] fecfilingday

Top Words
Top Words in Tweet in Entire Graph:
[3633] propublica
[3469] tax
[1497] thiel
[1320] peter
[1229] roth
[1160] ira
[1091] income
[954] top
[919] paid
[914] times

Top Words in Tweet in G1:
[2058] propublica
[694] tax
[413] ira
[373] roth
[356] thiel
[283] peter
[229] report
[212] irs
[207] thousands
[204] one

Top Words in Tweet in G2:
[1657] tax
[828] danpriceseattle
[827] reveals
[827] paid
[827] income
[825] 1933
[825] ny
[825] times
[825] morgan
[825] senate

Top Words in Tweet in G3:
[240] tax
[181] thiel
[180] propublica
[153] peter
[149] billion
[136] free
[133] retirement
[126] account
[126] class
[124] middle

Top Words in Tweet in G4:
[488] roth
[472] thiel
[458] ira
[448] peter
[278] tax
[257] account
[256] free
[242] billions
[241] aaronwiener
[241] stash

Top Words in Tweet in G5:
[132] propublica
[46] abigaildisney
[31] potus
[30] report
[30] ap
[24] nypdshea
[23] 25
[23] nycmayor
[22] richest
[22] cnn

Top Words in Tweet in G6:
[218] thiel
[217] peter
[188] retirement
[168] justinelliott
[167] middle
[167] class
[154] billion
[152] account
[144] tech
[140] turned

Top Words in Tweet in G7:
[411] propublica
[380] davidsirota
[212] report
[204] rich
[189] people
[181] fleecing
[181] country
[181] absolutely
[180] released
[180] once

Top Words in Tweet in G8:
[252] nytchinese
[250] 我们很自由
[249] 但时报和propublica对3000多条视频进行了长达数月的分析
[247] 试图借维吾尔人之口告诉全世界
[247] 这些影像看起像是生活在新疆的维吾尔人的真实生活掠影
[246] 北京正通过twitter和youtube制作并传播数以千计的视频
[245] 发现了中国政
[12] 纽约时报
[9] propaganda
[9] twitter

Top Words in Tweet in G9:
[154] propublica
[134] nytimes
[62] very
[53] videos
[51] campaign
[48] government
[48] free
[47] 000
[47] china's
[46] reveal

Top Words in Tweet in G10:
[82] moizsyed
[82] more
[80] 60
[71] nypd
[69] records
[68] derekwillis
[67] disciplinary
[67] found
[66] released
[65] colleague

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1271] peter,thiel
[894] income,tax
[851] tax,rate
[837] paid,income
[834] 1933,ny
[834] ny,times
[834] times,reveals
[834] reveals,morgan
[834] morgan,paid
[834] tax,senate

Top Word Pairs in Tweet in G1:
[269] peter,thiel
[152] roth,ira
[135] thiel,billion
[132] ira,worth
[128] secret,tax
[128] tax,files
[125] ira,roth
[123] dicktofel,breaking
[123] second,major
[122] breaking,second

Top Word Pairs in Tweet in G2:
[827] paid,income
[827] income,tax
[825] 1933,ny
[825] ny,times
[825] times,reveals
[825] reveals,morgan
[825] morgan,paid
[825] tax,senate
[825] senate,hearings
[825] hearings,followed

Top Word Pairs in Tweet in G3:
[147] peter,thiel
[131] tax,free
[125] billion,tax
[122] middle,class
[122] retirement,account
[118] piggy,bank
[117] tech,mogul
[117] turned,retirement
[117] account,middle
[117] class,billion

Top Word Pairs in Tweet in G4:
[448] peter,thiel
[440] roth,ira
[253] tax,free
[241] stash,billions
[241] billions,tax
[241] free,account
[241] account,peter
[241] thiel,put
[241] put,1700
[241] 1700,roth

Top Word Pairs in Tweet in G5:
[18] nycmayor,nygovcuomo
[17] propublica,report
[16] abigaildisney,writes
[16] writes,motivates
[16] nypdshea,nycmayor
[15] report,25
[15] 25,richest
[15] richest,americans
[15] americans,raises
[15] raises,interesting

Top Word Pairs in Tweet in G6:
[201] peter,thiel
[167] middle,class
[149] retirement,account
[139] tech,mogul
[139] thiel,turned
[139] turned,retirement
[138] lord,roths
[138] roths,tech
[138] mogul,peter
[138] account,middle

Top Word Pairs in Tweet in G7:
[252] davidsirota,propublica
[181] fleecing,country
[180] propublica,released
[180] released,once
[180] once,generation
[180] generation,report
[180] report,showing
[180] showing,rich
[180] rich,people
[180] people,absolutely

Top Word Pairs in Tweet in G8:
[247] 这些影像看起像是生活在新疆的维吾尔人的真实生活掠影,但时报和propublica对3000多条视频进行了长达数月的分析
[246] 北京正通过twitter和youtube制作并传播数以千计的视频,试图借维吾尔人之口告诉全世界
[246] 试图借维吾尔人之口告诉全世界,我们很自由
[246] 我们很自由,这些影像看起像是生活在新疆的维吾尔人的真实生活掠影
[245] nytchinese,北京正通过twitter和youtube制作并传播数以千计的视频
[245] 但时报和propublica对3000多条视频进行了长达数月的分析,发现了中国政
[9] twitter,youtube
[8] china,running
[8] running,large
[8] large,scale

Top Word Pairs in Tweet in G9:
[60] nytimes,propublica
[47] 000,videos
[46] campaign,orchestrated
[45] york,times
[45] times,propublica
[45] propublica,analyzed
[45] analyzed,000
[45] videos,reveal
[45] reveal,evidence
[45] evidence,campaign

Top Word Pairs in Tweet in G10:
[79] more,60
[67] disciplinary,records
[65] colleague,moizsyed
[65] moizsyed,looked
[65] looked,disciplinary
[65] records,released
[65] released,nypd
[65] nypd,found
[65] found,more
[64] derekwillis,colleague

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@nytimes
@dicktofel
@davidsirota
@money_reasons
@jzahodne
@ridgemadison
@potus
@nytchinese
@jeffykao

Top Replied-To in G1:
@propublica
@dicktofel
@money_reasons
@jzahodne
@ridgemadison
@nu_antz
@contrapositiv3
@niklasnorman1
@itsthomaspaine
@clubdie

Top Replied-To in G2:
@jackrhysider
@danpriceseattle
@brettmercuri

Top Replied-To in G4:
@propublica
@convolutedname
@swagwalk7
@squawkcnbc

Top Replied-To in G5:
@potus
@hugh_henne
@propublica
@soledadobrien
@dougboneparth
@shannonrwatts
@josephsenyonjo3
@crewcrew
@nypdshea
@thehill

Top Replied-To in G6:
@powellnyt
@propublica
@cdanuloff
@ericuman
@abhidhabi5
@the_rock0404
@sheinvestigates
@joncoopertweets

Top Replied-To in G7:
@davidsirota
@propublica
@metrorange16

Top Replied-To in G8:
@nytchinese

Top Replied-To in G9:
@nytimes
@jeffykao
@sarahscire
@07irukai
@adamjohnsonnyc
@frittte1
@meifongwriter
@ashestodust80
@mathew09408896
@smarzeli

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@danpriceseattle
@davidsirota
@aaronwiener
@nytchinese
@ericuman
@justinelliott
@dicktofel
@jeffykao
@nytimes

Top Mentioned in G1:
@propublica
@dicktofel
@freebeacon
@payp
@ericuman
@mprnews
@johnrlottjr
@aaronwiener
@ucbsoj
@ewarren

Top Mentioned in G2:
@danpriceseattle
@propublica
@profgalloway
@drjoeqjarvis
@dutchiegirlie
@tiberriver256
@jackrhysider

Top Mentioned in G3:
@straymagnet1
@unwanteddrama12
@voydorg
@itse2310
@fleetwriter
@jive_king
@portailbasta
@abbottlawyer

Top Mentioned in G4:
@aaronwiener
@ericuman
@propublica
@mattdpearce
@adamweinstein
@business
@justinelliott
@eisingerj
@squawkcnbc
@blmohr

Top Mentioned in G5:
@propublica
@abigaildisney
@ap
@npr
@cnn
@vp
@potus
@nycmayor
@nygovcuomo
@legalaidnyc

Top Mentioned in G6:
@justinelliott
@jeffykao
@propublic
@eisingerj
@propublica
@sheinvestigates
@bandler_james
@lenagroeger
@lhwaldron
@davidjoachim

Top Mentioned in G7:
@davidsirota
@propublica
@democracyatwrk
@danpriceseattle
@rioslade
@mwestern143
@eisingerj
@profwolff
@justinelliott
@kurtmagditch

Top Mentioned in G8:
@nytchinese
@mrbcyber
@rfa_chinese
@zhusee2
@uyghurproject
@uhrp_chinese
@zhiyitw33
@propublica

Top Mentioned in G9:
@propublica
@nytimes
@sarahscire
@rulexrp
@youtube
@sophiehrw
@nicolasquenel
@paulmozur
@conspirator0
@nrfnews

Top Mentioned in G10:
@moizsyed
@derekwillis
@wendellpierce
@roshan_rinaldi
@propublica
@lenagroeger
@davidsirota
@justinelliott
@quarantinedlif1
@aaronwiener

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@threadreaderapp
@dichristine
@mattmurph24
@llemj
@1denmadrid
@commonpatriot
@rjber15
@joni_looking
@world_news_eng

Top Tweeters in G1:
@missb62
@threadreaderapp
@dichristine
@llemj
@1denmadrid
@rjber15
@joni_looking
@thereal_rebel
@xaelbot
@bannerite

Top Tweeters in G2:
@mattmurph24
@politicalbee
@wildwillow65
@katelaity
@amadii
@shareitarie10
@paulsorrentino3
@boandsunny
@weskusgogga
@aliadair22

Top Tweeters in G3:
@coopmike48
@prpnews
@schestowitz
@derangedradio
@mtrushmore2016
@courageousgirl2
@macbeestje
@yportbill
@spanishcountry
@deviousfranklin

Top Tweeters in G4:
@billm9
@pollsstar
@theresamax
@business
@enrico056
@shadowdogdesign
@noybsk2017
@gumboqueen3030
@net2ayurveda
@ancientbob

Top Tweeters in G5:
@el_universal_mx
@thehill
@businessinsider
@guardian
@el_pais
@dcexaminer
@innrdreams
@bbcnews
@reforma
@foxnews

Top Tweeters in G6:
@britpoptarts
@katcapps
@multijo1
@auntsophie1
@aziegler
@igallupd
@nobiggovduh
@1jasliz
@pistach01
@dancindoti

Top Tweeters in G7:
@caligirlleftie
@senseof_outrage
@katalin_pota
@bernieupstateny
@capatosta122
@theresaschroe14
@acobasi
@morbid_elation
@melodijoy
@elisha1022

Top Tweeters in G8:
@wong666v
@wasure_sakura
@osmosis404
@rfa_chinese
@hanashibeta
@1f8pvxoutoau0r9
@757747544
@teddaddy2
@tingerwu
@ijliao

Top Tweeters in G9:
@world_news_eng
@hyamaguchi
@nytimes
@riskalert
@fairishgodmum
@olympedegouges
@stillwaters1029
@cburgazzi
@_omlt_
@phillyinquirer

Top Tweeters in G10:
@tadrow
@monakinkcurlz
@lianabrooks
@lorettabower3
@thegaychel
@bluedillygal
@jwomack
@carol_clovely4
@givengrace1986
@aunty__em


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