Propublica, Twitter, 12/4/2021 12:48:07 AM, 267467


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Propublica_2021-12-03_05-35-12.xlsx
Propublica_2021-12-03_05-35-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 04, 2021
Short Description:
Propublica via NodeXL https://bit.ly/3lzauqK
@propublica
@traciehunte
@craigsilverman
@maddow
@nycsouthpaw
@lizziepresser
@bandler_james
@tracyweber
@charlesornstein
@marykissel

Top hashtags:
#givingnewsday
#onev1
#freshvoicesrise
#wtpblue
#resistanceunited
#gop

Description:
Description
The graph represents a network of 6,624 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, 03 December 2021 at 13:41 UTC.

The requested start date was Friday, 03 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 2-day, 18-hour, 44-minute period from Tuesday, 30 November 2021 at 06:15 UTC to Friday, 03 December 2021 at 01:00 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 : 6624
Unique Edges : 4321
Edges With Duplicates : 14193
Total Edges : 18514
Number of Edge Types : 5
Replies to : 798
Mentions : 3202
Retweet : 5657
MentionsInRetweet : 7907
Tweet : 950
Self-Loops : 980
Reciprocated Vertex Pair Ratio : 0.00994333368972522
Reciprocated Edge Ratio : 0.0196908744442092
Connected Components : 674
Single-Vertex Connected Components : 436
Maximum Vertices in a Connected Component : 5248
Maximum Edges in a Connected Component : 16542
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.65421
Graph Density : 0.000215314294133823
Modularity : 0.419806
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,624 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, 03 December 2021 at 13:41 UTC.

The requested start date was Friday, 03 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 2-day, 18-hour, 44-minute period from Tuesday, 30 November 2021 at 06:15 UTC to Friday, 03 December 2021 at 01:00 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:
[302] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[191] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[143] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system
[68] 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
[60] https://www.propublica.org/article/they-knew-industrial-pollution-was-ruining-the-neighborhoods-air-if-only-regulators-had-listened
[42] https://www.propublica.org/article/national-debt-trump
[31] https://www.sltrib.com/news/2021/12/02/utah-makes-welfare-so/?utm_source=Salt+Lake+Tribune&utm_campaign=0c204d03dd-TopStories120221&utm_medium=email&utm_term=0_dc2415ff28-0c204d03dd-37399097
[26] https://www.propublica.org/article/operation-fox-hunt-how-china-exports-repression-using-a-network-of-spies-hidden-in-plain-sight
[23] https://www.propublica.org/article/texts-show-kimberly-guilfoyle-bragged-about-raising-millions-for-rally-that-fueled-capitol-riot
[22] https://twitter.com/propublica/status/1466348521871876103

Top URLs in Tweet in G1:
[31] https://www.sltrib.com/news/2021/12/02/utah-makes-welfare-so/?utm_source=Salt+Lake+Tribune&utm_campaign=0c204d03dd-TopStories120221&utm_medium=email&utm_term=0_dc2415ff28-0c204d03dd-37399097
[11] https://trib.al/Al7rJAY
[10] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[8] https://trib.al/9YeqnDc
[8] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system
[6] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[4] https://www.propublica.org/article/st-jude-hoards-billions-while-many-of-its-families-drain-their-savings
[3] https://projects.propublica.org/jan-6-video-evidence/#21-cr-246-ABJ-1
[3] https://twitter.com/lisalsong/status/1465371421727674381
[3] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism#1175939

Top URLs in Tweet in G2:
[16] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system
[13] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[7] https://www.nytimes.com/2021/12/01/magazine/shadow-foster-care.html
[6] 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
[4] https://www.nytimes.com/2021/12/01/magazine/shadow-foster-care.html?smid=tw-share
[4] https://www.propublica.org/article/if-everybodys-white-there-cant-be-any-racial-bias-the-disappearance-of-hispanic-drivers-from-traffic-records
[3] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[3] https://projects.propublica.org/jan-6-video-evidence/#21-cr-246-ABJ-1
[2] https://www.propublica.org/article/the-epa-administrator-visited-cancer-causing-air-pollution-hot-spots-highlighted-by-propublica-and-promised-reforms
[2] https://www.propublica.org/article/a-patient-in-a-psychiatric-ward-was-seen-on-video-possibly-being-sexually-assaulted-no-one-reported-it

Top URLs in Tweet in G3:
[80] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[59] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[56] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system
[30] https://www.propublica.org/article/they-knew-industrial-pollution-was-ruining-the-neighborhoods-air-if-only-regulators-had-listened
[21] 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
[11] https://www.propublica.org/article/operation-fox-hunt-how-china-exports-repression-using-a-network-of-spies-hidden-in-plain-sight
[11] https://www.propublica.org/article/texts-show-kimberly-guilfoyle-bragged-about-raising-millions-for-rally-that-fueled-capitol-riot
[9] https://www.propublica.org/article/judge-says-nypd-illegally-withheld-footage-in-police-shootings
[9] https://twitter.com/propublica/status/1466348521871876103
[8] https://twitter.com/propublica/status/1466223593633857540

Top URLs in Tweet in G4:
[3] https://twitter.com/propublica/status/1466223593633857540
[2] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[1] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system?utm_medium=social&utm_source=twitter#1176911
[1] https://twitter.com/i/web/status/1466411073985138696
[1] https://twitter.com/propublica/status/1466348521871876103
[1] https://twitter.com/i/web/status/1466374947710943238

Top URLs in Tweet in G5:
[8] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[3] https://daniel-ed-morrison.medium.com/why-the-worlds-gone-mad-46feae5f8920
[1] https://twitter.com/i/web/status/1465577540857176065
[1] https://www.propublica.org/article/a-secretive-counterterrorism-team-interrogated-dozens-of-citizens-at-the-border-government-report-finds
[1] https://twitter.com/propublica/status/1466348521871876103
[1] https://mobile.twitter.com/braedon/status/1465550161891905541
[1] https://twitter.com/i/web/status/1466163367081611268
[1] https://twitter.com/i/web/status/1466160302962139138
[1] https://twitter.com/i/web/status/1466136654268092421
[1] https://trib.al/9YeqnDc

Top URLs in Tweet in G6:
[3] https://twitter.com/Prison_Health/status/1465825471166361606?s=20
[2] https://twitter.com/propublica/status/1466236542091943936
[1] https://twitter.com/i/web/status/1462914069845970951
[1] https://twitter.com/i/web/status/1465751279037259787
[1] https://www.propublica.org/article/national-debt-trump
[1] https://twitter.com/i/web/status/1466498935208304645
[1] https://trib.al/9YeqnDc
[1] https://twitter.com/i/web/status/1465964427480551425
[1] https://twitter.com/i/web/status/1466073766493106181
[1] https://twitter.com/i/web/status/1465760790355578882

Top URLs in Tweet in G7:
[11] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism
[4] https://www.propublica.org/article/heeding-steve-bannons-call-election-deniers-organize-to-seize-control-of-the-gop-and-reshape-americas-elections
[3] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism?utm_medium=social&utm_source=twitter#1175939
[3] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[2] https://www.propublica.org/article/the-trump-administration-cracked-down-on-medicaid-kids-lost-insurance
[2] https://www.propublica.org/article/how-steve-bannon-has-exploited-google-ads-to-monetize-extremism?curator=MediaREDEF
[1] https://www.propublica.org/article/court-records-show-that-emails-and-phone-data-were-searched-in-child-porn-probe-of-billionaire-denny-sanford
[1] https://www.fec.gov/data/committees/?q=american+crossroads&q=senate+leadership&treasurer_name=caleb+crosby
[1] https://projects.propublica.org/nonprofits/display_990/271937961/06_2020_prefixes_26-31%2F271937961_201812_990O_2020061017185672
[1] https://projects.propublica.org/nonprofits/organizations/132912529/201841519349300004/IRS990

Top URLs in Tweet in G8:
[23] https://www.propublica.org/article/they-took-us-away-from-each-other-lost-inside-americas-shadow-foster-system
[20] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[10] 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
[5] https://www.propublica.org/article/if-everybodys-white-there-cant-be-any-racial-bias-the-disappearance-of-hispanic-drivers-from-traffic-records
[2] https://www.propublica.org/jobs/propublica-is-hiring-reporters-for-its-national-staff
[1] https://twitter.com/i/web/status/1466572943773745153
[1] https://twitter.com/i/web/status/1466466206051753986
[1] https://twitter.com/i/web/status/1466572743088885761
[1] https://twitter.com/i/web/status/1466572797392551938
[1] https://twitter.com/i/web/status/1466462279185010688

Top URLs in Tweet in G9:
[2] https://www.propublica.org/article/even-on-us-campuses-china-cracks-down-on-students-who-speak-out
[1] https://www.msnbc.com/rachel-maddow-show/senate-republican-faces-sec-probe-over-controversial-stock-trades-n1282702
[1] https://www.propublica.org/article/were-losing-our-humanity-and-the-pandemic-is-to-blame

Top URLs in Tweet in G10:
[2] https://projects.propublica.org/toxmap/
[2] https://www.propublica.org/article/if-everybodys-white-there-cant-be-any-racial-bias-the-disappearance-of-hispanic-drivers-from-traffic-records
[1] https://projects.propublica.org/politwoops/?page=2&q=cuomo&utf8=%E2%9C%93
[1] https://www.classy.org/give/346423/#!/donation/checkout

Top Domains
Top Domains in Tweet in Entire Graph:
[1374] propublica.org
[483] twitter.com
[74] trib.al
[34] sltrib.com
[16] nytimes.com
[15] hotair.com
[11] apple.news
[6] ampproject.org
[6] apple.com
[5] classy.org

Top Domains in Tweet in G1:
[129] twitter.com
[79] propublica.org
[64] trib.al
[33] sltrib.com
[2] propub.li
[2] ampproject.org
[2] youtube.com
[2] irs.gov
[1] apple.com
[1] journal-isms.com

Top Domains in Tweet in G2:
[59] propublica.org
[26] twitter.com
[12] nytimes.com
[3] trib.al
[1] fosterforfoster.com
[1] substack.com
[1] nationalpress.org

Top Domains in Tweet in G3:
[402] propublica.org
[107] twitter.com
[9] apple.news
[7] hotair.com
[2] einnews.com
[2] ampproject.org
[2] classy.org
[2] aboluowang.com
[2] crackplan.com
[2] newactivators.com

Top Domains in Tweet in G4:
[6] twitter.com
[3] propublica.org

Top Domains in Tweet in G5:
[11] twitter.com
[9] propublica.org
[3] medium.com
[1] trib.al

Top Domains in Tweet in G6:
[70] twitter.com
[6] propublica.org
[1] trib.al
[1] pbs.org
[1] co.ke
[1] hotair.com
[1] paper.li

Top Domains in Tweet in G7:
[31] propublica.org
[3] twitter.com
[1] fec.gov
[1] trib.al
[1] classy.org
[1] smart.link

Top Domains in Tweet in G8:
[70] propublica.org
[35] twitter.com

Top Domains in Tweet in G9:
[3] propublica.org
[1] msnbc.com

Top Domains in Tweet in G10:
[5] propublica.org
[1] classy.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[75] givingnewsday
[42] onev1
[42] freshvoicesrise
[42] wtpblue
[42] resistanceunited
[41] gop
[39] maga
[20] traitortrump
[20] traitorssupporttrump
[19] givingtuesday



Top Hashtags in Tweet in G1:
[40] givingnewsday
[6] givingtuesday
[3] utleg
[3] press
[3] feedly
[3] nonprofit
[2] utway
[2] banon
[2] google
[2] extremeright

Top Hashtags in Tweet in G2:
[4] givingnewsday
[4] longread
[3] omicron
[2] journalism
[2] we_are_all_abu_trika
[2] we_support_abotreka
[2] كلنا_ابو_تريكه
[2] dna
[2] nomore
[2] summit4democracy

Top Hashtags in Tweet in G3:
[6] china
[3] stevebannon
[2] smartnews
[2] google
[2] gop
[2] covid
[2] tech
[2] nypd
[2] テクノロジー犯罪
[2] childwelfare

Top Hashtags in Tweet in G4:
[1] beerdebtbrett
[1] ilegitimateamy
[1] expandthesupremecourt

Top Hashtags in Tweet in G5:
[1] stevebannon
[1] hateforprofit
[1] uspoli
[1] auspol

Top Hashtags in Tweet in G6:
[39] gop
[39] maga
[11] 2yrs2long
[11] cuomo
[8] stopthecoverups
[7] coumo
[3] exhausted
[3] stopthecoverup
[3] el12marchamos
[2] uncrc

Top Hashtags in Tweet in G7:
[2] givingnewsday

Top Hashtags in Tweet in G8:
[5] givingnewsday
[2] jobalert
[1] nomore

Top Words
Top Words in Tweet in Entire Graph:
[3819] propublica
[1020] bannon
[845] story
[709] china
[604] campuses
[587] chinese
[585] students
[569] google
[544] foster
[527] steve

Top Words in Tweet in G1:
[1899] propublica
[179] china
[175] utah
[173] bannon
[172] google
[169] long
[145] church
[145] sltrib
[136] people
[132] video

Top Words in Tweet in G2:
[301] propublica
[282] lizziepresser
[269] system
[202] foster
[180] care
[168] bandler_james
[163] families
[162] under
[160] going
[158] '

Top Words in Tweet in G3:
[91] propublica
[89] china
[84] students
[77] down
[73] campuses
[71] cracks
[66] bannon
[66] google
[64] speak
[63] ads

Top Words in Tweet in G4:
[384] same
[368] traciehunte
[364] story
[364] court
[363] supreme
[363] women
[362] bitter
[362] irony
[362] coming
[362] day

Top Words in Tweet in G5:
[275] propublica
[267] nandoodles
[239] bannon
[191] advertising
[188] story
[186] ostensibly
[186] once
[186] again
[186] infiltrated
[186] supply

Top Words in Tweet in G6:
[188] propublica
[94] foxnews
[93] abc
[71] nypost
[61] nytimes
[55] ap
[53] business
[53] nbcnews
[52] theyoungturks
[50] news

Top Words in Tweet in G7:
[267] bannon
[245] steve
[234] craigsilverman
[230] iarnsdorf
[221] still
[220] ad
[217] youtube
[214] year
[208] ago
[207] banned

Top Words in Tweet in G8:
[231] propublica
[106] elibhager
[101] charlesornstein
[84] utah
[71] church
[66] welfare
[45] read
[43] lds
[42] hiring
[37] join

Top Words in Tweet in G9:
[206] officers
[205] chinese
[205] intelligence
[205] monitoring
[205] campuses
[205] united
[205] states
[205] online
[205] surveillance
[205] array

Top Words in Tweet in G10:
[177] propublica
[171] fun
[171] exchange
[171] between
[171] lis
[171] smith
[171] peter
[171] ajemian
[171] fwiw
[171] sunlight

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[525] steve,bannon
[395] supreme,court
[393] bitter,irony
[393] irony,story
[393] story,coming
[393] coming,same
[393] same,day
[393] day,supreme
[393] court,justice
[393] justice,suggested

Top Word Pairs in Tweet in G1:
[146] propublica,utah
[111] lds,church
[107] utah,safety
[107] safety,net
[107] net,poor
[107] bishops,decide
[107] decide,receives
[106] poor,intertwined
[106] intertwined,lds
[106] church,individual

Top Word Pairs in Tweet in G2:
[180] foster,care
[157] under,regulated
[157] regulated,system
[157] families,without
[157] without,going
[156] wrote,'shadow
[156] 'shadow,foster
[156] care,'
[156] ',under
[156] system,caseworkers

Top Word Pairs in Tweet in G3:
[71] cracks,down
[69] china,cracks
[64] down,students
[64] students,speak
[62] campuses,china
[56] steve,bannon
[56] google,ads
[56] ads,monetize
[56] monetize,extremism
[55] exploited,google

Top Word Pairs in Tweet in G4:
[363] supreme,court
[362] bitter,irony
[362] irony,story
[362] story,coming
[362] coming,same
[362] same,day
[362] day,supreme
[362] court,justice
[362] justice,suggested
[362] suggested,women

Top Word Pairs in Tweet in G5:
[209] nandoodles,propublica
[186] propublica,story
[186] story,ostensibly
[186] ostensibly,bannon
[186] bannon,once
[186] once,again
[186] again,infiltrated
[186] infiltrated,advertising
[186] advertising,supply
[186] supply,chain

Top Word Pairs in Tweet in G6:
[53] abc,propublica
[53] propublica,nbcnews
[52] foxnews,nypost
[52] nypost,nytimes
[52] nytimes,business
[52] business,abc
[52] nbcnews,theyoungturks
[48] news,networks
[46] dad,told
[46] told,tag

Top Word Pairs in Tweet in G7:
[245] steve,bannon
[217] craigsilverman,iarnsdorf
[207] iarnsdorf,youtube
[207] youtube,banned
[207] banned,steve
[207] bannon,year
[207] year,ago
[207] ago,google's
[207] google's,ad
[207] ad,network

Top Word Pairs in Tweet in G8:
[54] elibhager,propublica
[41] lds,church
[35] elibhager,utah
[34] read,elibhager
[34] utah,makes
[34] makes,welfare
[34] welfare,hard
[34] hard,feel
[34] feel,join
[34] join,lds

Top Word Pairs in Tweet in G9:
[205] chinese,intelligence
[205] intelligence,officers
[205] officers,monitoring
[205] monitoring,campuses
[205] campuses,united
[205] united,states
[205] states,online
[205] online,surveillance
[205] surveillance,array
[204] maddow,chinese

Top Word Pairs in Tweet in G10:
[171] fun,exchange
[171] exchange,between
[171] between,lis
[171] lis,smith
[171] smith,peter
[171] peter,ajemian
[171] ajemian,fwiw
[171] fwiw,sunlight
[171] sunlight,foundation
[171] foundation,propublica

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@sltrib
@nandoodles
@lizziepresser
@nytimes
@itz_boomttv
@bandler_james
@charlesornstein
@nypdshea
@nycmayor

Top Replied-To in G1:
@propublica
@sltrib
@tstevensmedia
@dewlineo
@sloannyc
@lanceaschart
@austin5cavalier
@rreedsing
@kartikaym
@j808h

Top Replied-To in G2:
@lizziepresser
@nytimes
@propublica
@bandler_james
@lynndombek
@velveeta20
@nytmag
@tom_ealey
@kirstenberg
@deldeib

Top Replied-To in G4:
@traciehunte
@propublica
@ericjgreenberg1
@anjeanettedamon

Top Replied-To in G5:
@nandoodles
@idisposable
@aarongrunwald
@chuckconway10
@hamilt0n_hume
@cryptohippiema
@jon__dohnson
@dmarti
@pt35mm
@adsliaison

Top Replied-To in G6:
@propublica
@nypdshea
@nycmayor
@shannonrwatts
@no2hitting
@xchrisunknownx
@joohyun_kang
@vp
@make_metal
@cathyphi

Top Replied-To in G7:
@sxmprogress
@cdithaca
@pahippiechick
@thomass4217
@righteousbabe4
@demopj
@kartikaym
@giselilla
@disinfoindex
@charlesornstein

Top Replied-To in G8:
@propublica
@elibhager
@charlesornstein
@auraleeharvey
@lynndombek
@smmills1960
@bandler_james
@tracystoller
@nicholasrfish
@readeradrift

Top Replied-To in G10:
@prisonculture

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@traciehunte
@lizziepresser
@nandoodles
@craigsilverman
@iarnsdorf
@maddow
@bandler_james
@nycsouthpaw
@charlesornstein

Top Mentioned in G1:
@propublica
@sltrib
@ch_jesuschrist
@pebonilla
@tstevensmedia
@kartikaym
@bandler_james
@stjude
@sarahemclaugh
@epamichaelregan

Top Mentioned in G2:
@propublica
@lizziepresser
@bandler_james
@nytmag
@kirstenberg
@propu
@nytimes
@lynndombek
@pamelacolloff
@jenny_deam

Top Mentioned in G3:
@slaterdorie
@pmc95
@depression_yrna
@phil_free_
@kokoroyui_ti
@taylormemphis

Top Mentioned in G4:
@traciehunte
@propublica
@anjeanettedamon
@lizziepresser
@bandler_james
@threekobolds
@tracyweber
@lynndombek
@ericjgreenberg1
@nandoodles

Top Mentioned in G5:
@propublica
@nandoodles
@ackocher
@aarongrunwald
@checkmyadshq
@sleevi_
@loc
@dmarti
@catthekin
@lockerdome

Top Mentioned in G6:
@propublica
@foxnews
@abc
@nypost
@nytimes
@ap
@nbcnews
@business
@theyoungturks
@xchrisunknownx

Top Mentioned in G7:
@craigsilverman
@iarnsdorf
@propublica
@giselilla
@disinfoindex
@msignorile
@nandoodles
@maddow
@charlesornstein
@traciehunte

Top Mentioned in G8:
@propublica
@elibhager
@charlesornstein
@ericuman
@mrsimon22
@lizzi
@wwno
@nicolefcarr
@wrkf
@lynndombek

Top Mentioned in G9:
@maddow
@propublica
@ackocher
@traciehunte
@lizziepresser
@aarongrunwald
@nandoodles

Top Mentioned in G10:
@nycsouthpaw
@lizziepresser
@propublica
@traciehunte
@maddow
@shinyobjects3
@ackocher
@gingerthomp1

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@dichristine
@tinamarie_80s
@kat4obama
@_redfrog
@inspiteoftrump
@phillip92321
@bannerite
@sddphoto

Top Tweeters in G1:
@_redfrog
@phillip92321
@kenkircher1
@coopmike48
@lechatnoire4
@dgendvil
@pollsstar
@thefabledaesop
@jjj5819
@rcrockett

Top Tweeters in G2:
@dichristine
@lizditz
@reneevoicebrand
@cnbsnana
@radlein
@wise_diva
@cheryl_marlin
@suestroud
@masky_jay_hoody
@andreakirwan

Top Tweeters in G3:
@stigmabase
@firefire100
@jimpolk
@cbinflux
@kat223
@persistentpengn
@augusteve2012
@hephaestus7
@spanishcountry
@paulwiggins

Top Tweeters in G4:
@mharvey816
@1loriking
@joanisparkles
@princejvstin
@laurahennesse11
@aspeed
@robirdie23
@taiping2
@fairishgodmum
@hpfulcanadian

Top Tweeters in G5:
@tinamarie_80s
@wildwalkerwoman
@samhainnight
@estarianne
@sexygirl798
@itswanda
@avonan
@runpattirun
@ilovaussiesheps
@rleas

Top Tweeters in G6:
@oldlady12345
@business
@victory1261
@foxnews
@nypost
@washingtonpost
@bbcmundo
@latimes
@time
@no2hitting

Top Tweeters in G7:
@bunrxm
@akuma_river
@aluizcosta
@amyayers16
@carrybeyond
@enrico056
@_silversmith
@sylviaz1913
@tinamorphis
@sallyagale

Top Tweeters in G8:
@kat4obama
@bannerite
@docrocktex26
@charlenegapeach
@samlitzinger
@eilonwy24
@pgmckim
@avocalistsrival
@jasminlucci
@nydailynews

Top Tweeters in G9:
@missb62
@inspiteoftrump
@sddphoto
@debilu2
@talkintou
@maryalicebisho2
@ghofmar
@antarianrani
@shareitarie10
@cryborg

Top Tweeters in G10:
@cblazblaz
@fieryreddragon
@briangrnotabot
@deepvard
@pqpolitics
@didifrench
@sevenbowie
@m42calhoun
@vk_hm
@mumbly_joe


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