Propublica, Twitter, 12/24/2021 6:14:08 PM, 268960


FAQ | Problem?

Propublica_2021-12-24_05-35-12.xlsx
Propublica_2021-12-24_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 24, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3my5SSd
@propublica
@praddenkeefe
@avakofman
@ericuman
@douthatnyt
@usweatherexpert
@charlesornstein
@bandler_james
@andrewpduncan2
@sdooling

Top hashtags:
#smartnews
#gop
#maga
#propublica
#ddj
#sacrificezones
#water

Description:
Description
The graph represents a network of 6,994 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, 24 December 2021 at 13:42 UTC.

The requested start date was Friday, 24 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 16-hour, 46-minute period from Wednesday, 15 December 2021 at 22:47 UTC to Thursday, 23 December 2021 at 15:34 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 : 6994
Unique Edges : 4869
Edges With Duplicates : 13376
Total Edges : 18245
Number of Edge Types : 5
Retweet : 5494
MentionsInRetweet : 7513
Tweet : 1298
Replies to : 748
Mentions : 3192
Self-Loops : 1335
Reciprocated Vertex Pair Ratio : 0.0110794555239
Reciprocated Edge Ratio : 0.0219160926737633
Connected Components : 848
Single-Vertex Connected Components : 545
Maximum Vertices in a Connected Component : 5357
Maximum Edges in a Connected Component : 16049
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.994223
Graph Density : 0.000195914694055958
Modularity : 0.455191
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,994 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, 24 December 2021 at 13:42 UTC.

The requested start date was Friday, 24 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 7-day, 16-hour, 46-minute period from Wednesday, 15 December 2021 at 22:47 UTC to Thursday, 23 December 2021 at 15:34 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:
[360] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it
[252] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[97] https://www.propublica.org/article/why-the-second-driest-state-rejects-water-conservation
[90] https://www.propublica.org/article/he-was-filming-on-his-phone-then-a-deputy-attacked-him-and-charged-him-with-resisting-arrest
[82] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[47] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[44] https://www.propublica.org/article/heres-why-rapid-covid-tests-are-so-expensive-and-hard-to-find
[42] https://www.propublica.org/article/boston-police-bought-spy-tech-with-a-pot-of-money-hidden-from-the-public
[38] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[36] https://www.propublica.org/article/when-home-is-a-toxic-hot-spot

Top URLs in Tweet in G1:
[16] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[7] https://www.propublica.org/article/why-the-second-driest-state-rejects-water-conservation
[7] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it
[6] https://trib.al/1g0ISk5
[5] https://www.propublica.org/article/when-home-is-a-toxic-hot-spot
[5] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[4] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations?utm_source=sailthru&utm_medium=email&utm_campaign=dailynewsletter&utm_content=feature
[3] https://www.propublica.org/article/a-massive-oil-spill-helped-one-billionaire-avoid-paying-income-tax-for-14-years
[3] https://www.propublica.org/article/years-before-a-police-union-leader-was-raided-by-the-fbi-local-investigators-didnt-pursue-claims-against-him
[3] https://www.propublica.org/article/this-billionaire-governors-coal-companies-owe-millions-more-in-environmental-fines

Top URLs in Tweet in G2:
[62] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[28] https://www.propublica.org/article/why-the-second-driest-state-rejects-water-conservation
[12] https://www.propublica.org/article/when-home-is-a-toxic-hot-spot
[9] https://www.propublica.org/article/the-low-and-slow-approach-to-food-safety-reform-keeps-going-up-in-smoke
[9] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[5] https://www.propublica.org/article/carbon-monoxide-from-generators-poisons-thousands-of-people-a-year-the-u-s-has-failed-to-force-safety-changes
[5] https://www.propublica.org/article/a-mother-needed-welfare-instead-the-state-used-welfare-funds-to-take-her-son
[5] https://www.propublica.org/article/how-black-communities-become-sacrifice-zones-for-industrial-air-pollution
[5] https://www.propublica.org/article/he-was-filming-on-his-phone-then-a-deputy-attacked-him-and-charged-him-with-resisting-arrest
[4] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it

Top URLs in Tweet in G3:
[76] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[57] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it
[54] https://www.propublica.org/article/he-was-filming-on-his-phone-then-a-deputy-attacked-him-and-charged-him-with-resisting-arrest
[36] https://www.propublica.org/article/why-the-second-driest-state-rejects-water-conservation
[28] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[26] https://www.propublica.org/article/boston-police-bought-spy-tech-with-a-pot-of-money-hidden-from-the-public
[20] https://www.propublica.org/article/the-dirty-secret-of-americas-clean-dishes
[17] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[15] https://www.propublica.org/article/carbon-monoxide-from-generators-poisons-thousands-of-people-a-year-the-u-s-has-failed-to-force-safety-changes
[13] https://www.propublica.org/article/when-home-is-a-toxic-hot-spot

Top URLs in Tweet in G4:
[19] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it
[14] https://www.propublica.org/article/heres-why-rapid-covid-tests-are-so-expensive-and-hard-to-find
[1] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[1] https://twitter.com/propublica/status/1471073373929320457
[1] https://twitter.com/AvaKofman/status/1471512912007254019
[1] https://www.documentcloud.org/documents/21165820-statement-to-propublica-from-the-food-and-drug-administration
[1] https://www.propublica.org/article/heres-why-rapid-covid-tests-are-so-expensive-and-hard-to-find/amp
[1] https://twitter.com/propublica/status/1471435804480360451
[1] https://www.propublica.org/article/testing-rape-kits-can-deliver-exonerations-closure-and-cost-savings-why-does-it-still-take-so-long-to-do
[1] https://www.catsdontbark.org/

Top URLs in Tweet in G5:
[26] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[2] https://www.propublica.org/article/national-debt-trump
[1] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it
[1] https://www.propublica.org/article/boston-police-bought-spy-tech-with-a-pot-of-money-hidden-from-the-public
[1] https://www.propublica.org/article/whats-gone-wrong-at-chicagos-last-black-owned-bank
[1] https://www.propublica.org/article/he-was-filming-on-his-phone-then-a-deputy-attacked-him-and-charged-him-with-resisting-arrest
[1] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[1] https://www.propublica.org/article/chicagos-last-black-owned-bank-got-millions-in-government-deposits-then-had-to-give-them-back
[1] https://www.cbsnews.com/news/purdue-pharma-opioid-settlement-rejected/
[1] https://trib.al/1g0ISk5

Top URLs in Tweet in G6:
[13] https://www.propublica.org/series/sacrifice-zones
[7] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[5] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[2] https://www.propublica.org/article/how-you-can-report-on-the-toxic-hot-spots-near-you
[2] https://www.propublica.org/article/toxmap-poison-in-the-air
[2] https://www.propublica.org/article/philadelphia-homicide-surge
[1] https://www.propublica.org/article/when-home-is-a-toxic-hot-spot
[1] https://www.propublica.org/article/how-we-created-the-most-detailed-map-ever-of-cancer-causing-industrial-air-pollution
[1] https://www.propublica.org/article/the-epa-administrator-visited-cancer-causing-air-pollution-hot-spots-highlighted-by-propublica-and-promised-reforms
[1] https://projects.propublica.org/toxmap/

Top URLs in Tweet in G7:
[3] https://www.propublica.org/article/heres-why-rapid-covid-tests-are-so-expensive-and-hard-to-find
[2] https://www.propublica.org/article/he-was-filming-on-his-phone-then-a-deputy-attacked-him-and-charged-him-with-resisting-arrest
[2] https://projects.propublica.org/represent/members/B001224/bills-sponsored/117
[2] https://www.propublica.org/article/national-debt-trump
[1] https://adosfoundation.org/
[1] https://twitter.com/tonetalks/status/1473643367359680517
[1] https://twitter.com/Out5p0ken/status/1474021240226603010
[1] https://twitter.com/BarbMcQuade/status/1471218973966356483
[1] https://twitter.com/Simplylisette/status/1471167113897254912
[1] https://twitter.com/culdesacfan/status/1471605743208042498

Top URLs in Tweet in G8:
[2] https://twitter.com/propublica/status/1471782655469445124
[2] https://www.propublica.org/article/the-great-inheritors-how-three-families-shielded-their-fortunes-from-taxes-for-generations
[2] https://www.propublica.org/article/reno-may-use-federal-funds-to-address-housing-crisis
[1] https://www.wbur.org/news/2021/12/17/massachusetts-cell-site-simulator-civil-forfeitures
[1] http://www.wbur.org/news/2021/12/17/massachusetts-cell-site-simulator-civil-forfeitures
[1] https://www.propublica.org/article/why-the-second-driest-state-rejects-water-conservation
[1] https://www.propublica.org/article/whats-polluting-the-air-not-even-the-epa-can-say
[1] https://www.propublica.org/article/testing-rape-kits-can-deliver-exonerations-closure-and-cost-savings-why-does-it-still-take-so-long-to-do
[1] https://twitter.com/sdooling/status/1471820047870050307

Top URLs in Tweet in G9:
[17] https://www.propublica.org/article/the-secret-irs-files-trove-of-never-before-seen-records-reveal-how-the-wealthiest-avoid-income-tax
[6] https://www.businessinsider.com/elon-musk-paid-little-in-taxes-2014-2018-propublica-report-2021-6
[4] https://observer.com/2021/06/elon-musk-react-propublica-billionaire-federal-income-tax/
[2] https://projects.propublica.org/bailout/
[1] https://www.propublica.org/article/records-show-trumps-border-wall-is-costing-taxpayers-billions-more-than-initial-contracts
[1] https://www.propublica.org/article/a-massive-oil-spill-helped-one-billionaire-avoid-paying-income-tax-for-14-years
[1] https://www.propublica.org/article/the-trump-administration-used-its-food-aid-program-for-political-gain-congressional-investigators-find
[1] https://www.propublica.org/article/utahs-social-safety-net-is-the-church-of-jesus-christ-of-latter-day-saints-what-does-that-mean-if-youre-not-one?utm_source=twitter&utm_medium=social
[1] https://twitter.com/propublica/status/1471073373929320457
[1] https://www.independent.co.uk/news/world/americas/elon-musk-income-taxes-propublica-b1862013.html

Top URLs in Tweet in G10:
[163] https://www.propublica.org/article/this-scientist-created-a-rapid-test-just-weeks-into-the-pandemic-heres-why-you-still-cant-get-it

Top Domains
Top Domains in Tweet in Entire Graph:
[1943] propublica.org
[222] twitter.com
[69] trib.al
[28] apple.news
[21] propub.li
[10] businessinsider.com
[10] texastribune.org
[8] linkedin.com
[6] youtube.com
[6] nytimes.com

Top Domains in Tweet in G1:
[103] propublica.org
[64] trib.al
[36] twitter.com
[21] propub.li
[3] pbs.org
[3] washingtonexaminer.com
[3] npr.org
[2] cbsnews.com
[2] gijn.org
[2] wbur.org

Top Domains in Tweet in G2:
[188] propublica.org
[24] twitter.com
[5] mountainstatespotlight.org
[4] kuer.org
[3] nola.com
[2] bit.ly
[2] sunherald.com
[1] nytimes.com
[1] pfonline.com
[1] theguardian.com

Top Domains in Tweet in G3:
[584] propublica.org
[62] twitter.com
[12] apple.news
[8] linkedin.com
[4] amazonaws.com
[4] texastribune.org
[3] simonrogers.net
[3] einnews.com
[2] google.com
[2] cjr.org

Top Domains in Tweet in G4:
[38] propublica.org
[4] twitter.com
[1] documentcloud.org
[1] catsdontbark.org

Top Domains in Tweet in G5:
[34] propublica.org
[1] cbsnews.com
[1] trib.al
[1] twitter.com

Top Domains in Tweet in G6:
[39] propublica.org
[3] twitter.com
[1] consumerreports.org
[1] trib.al

Top Domains in Tweet in G7:
[34] twitter.com
[26] propublica.org
[2] google.com
[2] youtube.com
[2] longreads.com
[1] adosfoundation.org
[1] palmerreport.com
[1] kff.org
[1] armandalegshow.com
[1] rawwriting.com

Top Domains in Tweet in G8:
[7] propublica.org
[3] twitter.com
[2] wbur.org

Top Domains in Tweet in G9:
[29] propublica.org
[7] businessinsider.com
[4] observer.com
[2] twitter.com
[1] co.uk
[1] cnbc.com
[1] seattletimes.com
[1] nytimes.com
[1] track.rich
[1] npr.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] smartnews
[21] gop
[21] maga
[12] propublica
[12] ddj
[9] sacrificezones
[8] water
[8] datajournalism
[7] cuomo
[7] utah



Top Hashtags in Tweet in G1:
[3] sacklers
[3] boston
[3] ddj
[3] icymi
[2] smartnews
[2] data
[1] 1/6/2021 12:00:00 AM
[1] secretirsfiles
[1] environmentaljustice
[1] youredoingitwrong

Top Hashtags in Tweet in G2:
[7] utah
[7] cuomo
[6] water
[4] autopilot
[3] cuomotried
[3] utpol
[2] longreads
[2] longform
[1] foodsafety
[1] nasf

Top Hashtags in Tweet in G3:
[19] smartnews
[10] propublica
[6] taxtherich
[4] policebrutality
[3] environmentaljustice
[2] metoo
[2] taxes
[2] technews
[2] feedly
[2] blm

Top Hashtags in Tweet in G4:
[1] covid19

Top Hashtags in Tweet in G6:
[1] boeing
[1] chromium
[1] putpollutersinjail

Top Hashtags in Tweet in G7:
[21] gop
[21] maga
[4] hr3836
[2] wvpol
[2] pcr
[2] traumainducingviolenceagainstchildren
[2] infrastructure
[2] longreads
[1] covidvariant
[1] covid_19

Top Hashtags in Tweet in G8:
[1] nhpolitics

Top Hashtags in Tweet in G9:
[2] wealthtax
[1] goptaxscam

Top Words
Top Words in Tweet in Entire Graph:
[2873] propublica
[727] tax
[702] sackler
[592] test
[540] people
[478] fda
[459] one
[436] money
[422] taxes
[416] avakofman

Top Words in Tweet in G1:
[1347] propublica
[147] one
[137] tax
[125] people
[119] money
[117] video
[111] back
[101] paying
[96] many
[96] agency

Top Words in Tweet in G2:
[479] propublica
[256] tax
[208] people
[150] bandler_james
[145] charlesornstein
[140] water
[131] state
[106] avoidance
[106] last
[103] black

Top Words in Tweet in G3:
[141] propublica
[70] taxes
[63] generations
[61] fortunes
[61] air
[60] great
[60] families
[58] still
[57] three
[56] shielded

Top Words in Tweet in G4:
[232] ericuman
[208] scientist
[199] home
[193] created
[190] march
[190] 2020
[190] inexpensive
[180] test
[148] pandemic
[141] weeks

Top Words in Tweet in G5:
[589] sackler
[371] praddenkeefe
[293] michael
[292] millennial
[292] film
[292] financier
[292] oxycontin
[292] heir
[292] youngest
[292] late

Top Words in Tweet in G6:
[337] avakofman
[200] propublica
[158] boeing
[136] kind
[131] investigation
[124] asked
[124] set
[119] look
[117] spring
[117] editor

Top Words in Tweet in G7:
[95] propublica
[42] wsj
[41] ap
[29] npr
[26] abc
[26] foxnews
[22] cnn
[21] #gop
[21] #maga
[21] aarp

Top Words in Tweet in G8:
[195] sdooling
[182] money
[177] unregulated
[173] bostonpolice
[170] tapped
[170] pool
[170] buy
[170] 627k
[170] worth
[170] controversial

Top Words in Tweet in G9:
[33] income
[31] tax
[30] elonmusk
[29] taxes
[28] pay
[20] 2018
[20] propublica
[18] paid
[17] senwarren
[16] 2014

Top Words in Tweet in G10:
[156] seems
[156] maybe
[156] fda
[156] repealed
[156] replaced
[155] douthatnyt
[6] rapid
[6] still
[5] home
[5] tests

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] scientist,created
[321] youngest,late
[321] mortimer,sackler
[319] michael,sackler
[319] sackler,millennial
[319] millennial,film
[319] film,financier
[319] financier,oxycontin
[319] oxycontin,heir
[319] heir,youngest

Top Word Pairs in Tweet in G1:
[82] propublica,video
[70] arizona,spends
[70] spends,majority
[70] majority,welfare
[70] welfare,budget
[70] budget,department
[70] department,child
[70] child,safety
[70] safety,agency
[70] agency,investigates

Top Word Pairs in Tweet in G2:
[106] tax,avoidance
[84] estate,tax
[66] someone,worried
[66] worried,estate
[66] tax,apparently
[66] apparently,need
[66] need,better
[66] better,lawyers
[66] lawyers,fewer
[66] fewer,300

Top Word Pairs in Tweet in G3:
[56] three,families
[56] families,shielded
[55] shielded,fortunes
[55] fortunes,taxes
[55] taxes,generations
[53] great,inheritors
[53] inheritors,three
[45] filming,phone
[43] attacked,charged
[43] resisting,arrest

Top Word Pairs in Tweet in G4:
[193] scientist,created
[187] inexpensive,home
[186] march,2020
[146] ericuman,scientist
[141] weeks,pandemic
[136] home,test
[134] created,inexpensive
[134] test,march
[134] 2020,weeks
[134] pandemic,factory

Top Word Pairs in Tweet in G5:
[292] michael,sackler
[292] sackler,millennial
[292] millennial,film
[292] film,financier
[292] financier,oxycontin
[292] oxycontin,heir
[292] heir,youngest
[292] youngest,late
[292] late,dr
[292] dr,mortimer

Top Word Pairs in Tweet in G6:
[117] spring,editor
[117] editor,asked
[117] asked,wanted
[117] wanted,look
[117] look,kind
[117] kind,investigation
[117] investigation,propublica
[117] propublica,set
[117] set,pursue
[116] avakofman,spring

Top Word Pairs in Tweet in G7:
[21] #gop,#maga
[21] #maga,aarp
[21] aarp,nro
[21] nro,ndn
[21] ndn,abc
[21] abc,ap
[21] ap,foxnews
[21] foxnews,wearesinclair
[21] wearesinclair,accountablegop
[21] accountablegop,senategop

Top Word Pairs in Tweet in G8:
[170] bostonpolice,tapped
[170] tapped,unregulated
[170] unregulated,pool
[170] pool,money
[170] money,buy
[170] buy,627k
[170] 627k,worth
[170] worth,controversial
[170] controversial,surveillance
[170] surveillance,equipment

Top Word Pairs in Tweet in G9:
[14] 2014,2018
[14] elonmusk,senwarren
[13] tax,rate
[9] net,worth
[7] pay,30
[6] pay,455m
[6] total,taxes
[6] income,tax
[6] true,tax
[5] federal,income

Top Word Pairs in Tweet in G10:
[156] seems,maybe
[156] maybe,fda
[156] fda,repealed
[156] repealed,replaced
[155] douthatnyt,seems
[5] home,rapid
[5] rapid,tests
[5] tests,march
[5] march,2020
[5] 2020,instead

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@praddenkeefe
@avakofman
@nypdshea
@bandler_james
@ericuman
@_brcooper
@nbcnews
@innercitypress
@mowatdoc

Top Replied-To in G1:
@propublica
@philipkhoward
@jd_winters00
@myersnews
@jbogna
@senatorjen
@counter_econ
@nicolefcarr
@lhsummers
@aging_child

Top Replied-To in G2:
@nypdshea
@bandler_james
@justinmitchell_
@propublica
@calebbedillion
@ericadamsfornyc
@govkathyhochul
@charlesornstein
@npbowlin
@smmills1960

Top Replied-To in G4:
@ericuman
@michaelmina_lab
@jenny_deam
@artmusiclife
@5sigma
@morning_joe
@charlesornstein
@sallydehner
@wanida_chua
@laurie_garrett

Top Replied-To in G5:
@praddenkeefe
@evargastv
@jjhammerlb
@propublica
@lindyli
@rodneystovall7
@sudrovechtim
@caiasmom2014
@papillon2111
@laurakev1truth

Top Replied-To in G6:
@avakofman
@byrebeccabowe
@jodiscohen
@orsierraclub
@theyseeblue
@themorrancave
@la_cv_data
@suburbanmom37
@kendrawrites
@visiguest

Top Replied-To in G7:
@_brcooper
@propublica
@flanaganlyfe
@chloepoliticat
@potus
@celovskydanny
@jnaneswari1
@pujianto
@chubbs504
@come_oon_man

Top Replied-To in G8:
@sdooling
@courtwatchma

Top Replied-To in G9:
@2457klhu
@elonmusk
@juvelibertarian
@tavita2
@dancrenshawtx
@dineshdsouza
@bobkallio
@peterfrans123
@jpz0883
@lululickety

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@avakofman
@praddenkeefe
@ericuman
@sdooling
@bostonpolice
@bandler_james
@charlesornstein
@douthatnyt
@markolalde

Top Mentioned in G1:
@propublica
@johnastoehr
@lhsummers
@adpaltiel
@avakofman
@frontlinepbs
@quinhillyer
@beschlossdc
@nytimes
@senatorjen

Top Mentioned in G2:
@propublica
@bandler_james
@charlesornstein
@markolalde
@schwanksta
@tracyweber
@avakofman
@invisibae
@dicktofel
@anjeanettedamon

Top Mentioned in G3:
@phil_free_
@stillwaters1029
@charles97564117
@aroseblush
@margauxr15
@averyhawke8

Top Mentioned in G4:
@ericuman
@lydiadepillis
@michaelmina_lab
@propublica
@atabarrok
@jenny_deam
@5sigma
@tracyweber
@morning_joe
@franklomonte

Top Mentioned in G5:
@praddenkeefe
@propublica
@thr
@unpaintedmelody
@lawrence
@papillon2111
@rexchapman
@charlesornstein
@erinburnett
@tracyweber

Top Mentioned in G6:
@avakofman
@steveengelberg
@propublica
@prop
@lyllayounes
@charlesornstein
@johnfpfaff
@dwallacewells
@praddenkeefe
@ericuman

Top Mentioned in G7:
@propublica
@wsj
@ap
@npr
@foxnews
@abc
@cnn
@aarp
@nro
@ndn

Top Mentioned in G8:
@sdooling
@bostonpolice
@christinesea
@onekade
@propublica
@avakofman
@d_j_nathanson
@bandler_james
@charlesornstein
@ericuman

Top Mentioned in G9:
@elonmusk
@senwarren
@ewarren
@donmoyn
@rbreich
@coffeetabletsla
@mineflockhart
@not_the_bee
@thebabylonbee
@kylegriffin1

Top Mentioned in G10:
@douthatnyt
@leahlibresco

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@m_m1941
@dichristine
@odio_nao
@world_news_eng
@solutioneer72
@1denmadrid
@serendipitysays
@_redfrog

Top Tweeters in G1:
@solutioneer72
@phillip92321
@john1966olsen
@mharvey816
@katcapps
@paxnostrum
@willseattle
@cotey_mary
@princessbravato
@reneevoicebrand

Top Tweeters in G2:
@1denmadrid
@_redfrog
@bannerite
@derekjohnbryant
@bunrxm
@jfsebastian146
@jilevin
@samhainnight
@micjojd
@guardian

Top Tweeters in G3:
@coopmike48
@schestowitz
@solusnan1
@elkehollings
@gregmroscoe
@breizh2008
@robinmcouch
@kat223
@redot2005
@nobiggovduh

Top Tweeters in G4:
@serendipitysays
@cwharlow
@dsochoa
@bassaces1
@whirledcitizen_
@rhcm123
@cindycrum
@sandykalano
@netbacker
@mchovden1785

Top Tweeters in G5:
@dichristine
@caligirlleftie
@backstorymom1
@amyayers16
@hijcp
@fieryreddragon
@straitarrow10
@kristafrances
@linda1746
@milatrud11

Top Tweeters in G6:
@tadrow
@girlzinger
@1jasliz
@jjmplsmn
@odoylecharlotte
@kevinrns
@mimi_x4
@realdavidcarter
@buzzedition
@ashqui_ventures

Top Tweeters in G7:
@thehill
@awelab1956
@reuters
@rodneyclaeys
@acecourtbot
@foxnews
@nypost
@chloepoliticat
@b52malmet
@latimes

Top Tweeters in G8:
@iheartnoise
@kmontenegro
@sds_sunlight
@blackamazon
@elisha1022
@wmur9
@b_sputnik
@boulwiththejawn
@cfraase
@bonnie_london

Top Tweeters in G9:
@purplegarter1
@choclablover
@metsfaninphilly
@time
@aussiepunter32
@jasonsamfield
@granolalesbian
@dmjossel
@charlie85915085
@gerberkawasaki

Top Tweeters in G10:
@redboybroken
@redeemedseven
@sampleatl
@susaninlaguna
@cherrybaysb
@pimpernell13
@carobailey864
@pedsscrub
@perchance99
@cptcookswife


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.