Propublica, Twitter, 6/3/2022 8:56:45 PM, 277613


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Propublica_2022-06-03_06-05-15.xlsx
Propublica_2022-06-03_06-05-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2022
Short Description:
Propublica via NodeXL https://bit.ly/3zeXL48
@propublica
@alecmacgillis
@culturecanceler
@starscape14
@jencages
@educatingtrump2
@jenny_deam
@barbarajdurkin
@charlesornstein
@shannonrwatts

Top hashtags:
#gop
#demvoice1
#maga
#pulitzer
#alaska
#πούτιν
#salmon
#texas

Description:
Description
The graph represents a network of 6,829 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 June 2022 at 13:13 UTC.

The requested start date was Friday, 03 June 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 3-day, 23-hour, 50-minute period from Sunday, 29 May 2022 at 15:44 UTC to Thursday, 02 June 2022 at 15:35 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 : 6829
Unique Edges : 5170
Edges With Duplicates : 14642
Total Edges : 19812
Number of Edge Types : 5
Retweet : 5371
MentionsInRetweet : 7879
Tweet : 1070
Mentions : 4520
Replies to : 972
Self-Loops : 1118
Reciprocated Vertex Pair Ratio : 0.0141108113716539
Reciprocated Edge Ratio : 0.027828933906282
Connected Components : 730
Single-Vertex Connected Components : 432
Maximum Vertices in a Connected Component : 5411
Maximum Edges in a Connected Component : 17960
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.678649
Graph Density : 0.000209614687285512
Modularity : 0.41816
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,829 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 June 2022 at 13:13 UTC.

The requested start date was Friday, 03 June 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 3-day, 23-hour, 50-minute period from Sunday, 29 May 2022 at 15:44 UTC to Thursday, 02 June 2022 at 15:35 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:
[175] https://www.propublica.org/article/shooting-news-msm-reporter-essay
[122] https://www.propublica.org/article/national-debt-trump
[113] https://www.propublica.org/article/shooting-baltimore-court-wire-trial-diary
[75] https://trib.al/AGjxSU7
[64] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[61] https://www.propublica.org/article/sniffen-alaska-ag-sexual-assault-charges
[57] https://projects.propublica.org/coronavirus/bailouts/loans/mueller-she-wrote-4869517304
[56] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[55] https://www.propublica.org/article/wagner-group-russia-putin-private-army
[54] https://www.propublica.org/article/fcc-faa-5g-planes-trump-biden

Top URLs in Tweet in G1:
[62] https://trib.al/AGjxSU7
[21] https://trib.al/CEs6Lak
[21] https://www.pulitzer.org/news/ginger-thompson-propublica-joins-pulitzer-board
[18] https://www.propublica.org/article/denny-sanford-child-porn-no-charges
[12] https://trib.al/Ctbd4ej
[10] https://trib.al/WgudN7K
[9] https://www.propublica.org/article/ransomware-russia-ukraine-sanctions-ofac-conti
[9] https://www.propublica.org/article/shooting-news-msm-reporter-essay
[8] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[7] https://www.propublica.org/article/fcc-faa-5g-planes-trump-biden

Top URLs in Tweet in G2:
[85] https://www.propublica.org/article/shooting-news-msm-reporter-essay
[34] https://www.propublica.org/article/salmon-hatcheries-pnw-fish-data
[9] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[6] https://trib.al/AGjxSU7
[6] https://www.propublica.org/article/sniffen-alaska-ag-sexual-assault-charges
[5] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[4] https://www.propublica.org/article/hurricane-katrina-lawsuits-recovery-grants
[4] https://www.propublica.org/article/shooting-baltimore-court-wire-trial-diary
[3] https://twitter.com/propublica/status/1532327617294217217
[3] https://www.propublica.org/article/the-climate-solution-actually-adding-millions-of-tons-of-co2-into-the-atmosphere

Top URLs in Tweet in G3:
[31] https://www.propublica.org/article/shooting-news-msm-reporter-essay
[31] https://www.propublica.org/article/shooting-baltimore-court-wire-trial-diary
[30] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[28] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[20] https://www.propublica.org/article/fcc-faa-5g-planes-trump-biden
[18] https://www.propublica.org/article/sniffen-alaska-ag-sexual-assault-charges
[17] https://www.propublica.org/article/wagner-group-russia-putin-private-army
[15] https://www.propublica.org/article/why-18-year-olds-in-texas-can-buy-ar-15s-but-not-handguns
[15] https://www.propublica.org/article/denny-sanford-child-porn-no-charges
[11] https://www.propublica.org/article/salmon-hatcheries-pnw-fish-data

Top URLs in Tweet in G4:
[24] https://www.propublica.org/article/shooting-baltimore-court-wire-trial-diary
[4] https://www.propublica.org/article/the-students-left-behind-by-remote-learning
[3] https://www.propublica.org/article/how-the-gun-control-debate-ignores-black-lives
[2] https://twitter.com/jewstein3000/status/1522332529323393025
[2] https://twitter.com/FoxForceFlacco/status/1448284272062877699?s=20&t=ccEIixqSQ-CrO3zLswf5lA
[1] https://twitter.com/kyoshino/status/1531998530839236614
[1] https://twitter.com/propublica/status/1532327617294217217
[1] https://www.propublica.org/article/wagner-group-russia-putin-private-army
[1] https://twitter.com/AlecMacGillis/status/1343283861053186048?s=20&t=taA2n2_NBydTVRZKN9W8sA
[1] https://twitter.com/jewstein3000/status/1532365710785142785?s=20&t=o4L1jDM5e9ZAJ-7NM2NPXQ

Top URLs in Tweet in G5:
[41] https://projects.propublica.org/coronavirus/bailouts/loans/mueller-she-wrote-4869517304
[3] https://www.yahoo.com/news/another-view-student-loan-debt-100006351.html
[2] https://www.propublica.org/article/what-police-impunity-looks-like-there-was-no-discipline-as-no-wrongdoing-was-found/amp
[2] https://www.vox.com/2021/3/25/22350291/supreme-court-torres-madrid-police-shooting-excessive-force-fourth-amendment-john-roberts
[2] https://news.un.org/en/story/2021/06/1094912
[2] https://www.theguardian.com/us-news/2022/apr/13/wealthiest-americans-tax-income-propublica-investigation
[2] https://projects.propublica.org/coronavirus/bailouts/search?q=Mueller+she+wrote
[1] https://twitter.com/propublica/status/1532151122844168197
[1] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[1] https://twitter.com/muellershewrote/status/1531321708036009984

Top URLs in Tweet in G6:
[36] https://www.yahoo.com/news/another-view-student-loan-debt-100006351.html
[5] https://www.propublica.org/article/national-debt-trump
[3] https://projects.propublica.org/bailout/list/losses
[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/the-rnc-gave-big-contracts-to-companies-linked-to-its-chairwomans-husband-and-political-backers
[2] https://www.independent.co.uk/news/world/americas/elon-musk-income-taxes-propublica-b1862013.html
[2] https://www.propublica.org/article/why-18-year-olds-in-texas-can-buy-ar-15s-but-not-handguns
[1] https://twitter.com/propublica/status/1531501865325809665
[1] https://twitter.com/SWinstonWolkoff/status/1532222043948781569
[1] https://twitter.com/VeganImpi/status/1525756643933552640

Top URLs in Tweet in G7:
[8] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved?utm_medium=social&utm_source=twitter
[2] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[1] https://www.msn.com/en-us/news/us/the-right-desperately-tries-to-blame-women-for-the-21-murders-in-the-uvalde-school-shooting/ar-AAXYvF1?li=BBnbfcL
[1] https://www.msn.com/en-us/news/crime/they-put-her-through-hell-teen-called-911-to-escape-alabama-psychiatric-center-abuse-lawsuit-states/ar-AAXYicr?ocid=msedgntp&cvid=6bebda1460094ef2a635ec82f0f14071
[1] https://twitter.com/no2hitting/status/1532140250692308992
[1] https://twitter.com/theliamnissan/status/1531240192295718912
[1] https://twitter.com/propublica/status/1531364668396249088
[1] https://twitter.com/joncoopertweets/status/1531244151110520832
[1] https://twitter.com/asharangappa_/status/1531999319636811776
[1] https://twitter.com/genebryant2/status/1531268015597158400

Top URLs in Tweet in G8:
[2] https://projects.propublica.org/parler-capitol-videos/
[1] https://www.propublica.org/article/trump-inc-podcast-never-before-seen-trump-tax-documents-show-major-inconsistencies
[1] https://www.propublica.org/article/trumps-mar-a-lago-buddies-tried-to-get-the-va-to-sell-access-to-veterans-medical-records
[1] https://www.businessinsider.com/trump-tower-financial-fraud-lenders-propublica-2019-11
[1] https://www.propublica.org/article/why-18-year-olds-in-texas-can-buy-ar-15s-but-not-handguns

Top URLs in Tweet in G9:
[23] https://www.propublica.org/article/national-debt-trump
[10] https://www.propublica.org/article/wagner-group-russia-putin-private-army
[2] https://www.propublica.org/article/salmon-hatcheries-pnw-fish-data
[2] https://www.propublica.org/article/a-republican-tried-to-introduce-a-commonsense-gun-law-then-the-gun-lobby-got-involved
[2] https://trib.al/CEs6Lak
[1] https://www.propublica.org/article/new-jersey-officials-refused-to-provide-the-numbers-behind-new-casino-tax-breaks-so-we-did-the-math
[1] https://www.propublica.org/article/why-18-year-olds-in-texas-can-buy-ar-15s-but-not-handguns
[1] https://projects.propublica.org/coronavirus/bailouts/loans/onnit-labs-inc-9132067004
[1] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[1] https://twitter.com/propublica/status/1530843829217251329

Top URLs in Tweet in G10:
[3] https://www.wwltv.com/article/news/investigations/david-hammer/hurricane-katrina-lawsuits-recovery-grants/289-d19d649d-5de0-43e4-ba7c-8826e87bee57
[2] https://www.propublica.org/article/hurricane-katrina-lawsuits-recovery-grants
[1] https://www.propublica.org/article/atlantic-city-casinos-taxes-gambling-pilot
[1] https://www.wwltv.com/article/news/local/katrina/katrina-survivors-grant-money-lawsuits/289-4925fa58-0d48-43da-8165-f45471c23ded
[1] https://www.propublica.org/article/katrina-survivors-grant-money-lawsuits
[1] https://www.propublica.org/article/fcc-faa-5g-planes-trump-biden
[1] https://www.propublica.org/article/the-nonprofit-college-that-spends-more-on-marketing-than-financial-aid
[1] https://www.propublica.org/article/denny-sanford-child-porn-no-charges
[1] https://www.propublica.org/article/shooting-baltimore-court-wire-trial-diary
[1] https://projects.propublica.org/coronavirus/bailouts/

Top Domains
Top Domains in Tweet in Entire Graph:
[1521] propublica.org
[372] twitter.com
[235] trib.al
[74] forbes.com
[41] washingtonpost.com
[39] yahoo.com
[30] pulitzer.org
[24] apple.news
[9] chicagotribune.com
[7] texastribune.org

Top Domains in Tweet in G1:
[211] trib.al
[94] propublica.org
[53] twitter.com
[21] pulitzer.org
[3] apple.news
[2] google.com
[2] youtube.com
[1] propub.li
[1] co.uk
[1] texastribune.org

Top Domains in Tweet in G2:
[169] propublica.org
[16] twitter.com
[7] trib.al
[5] pressofatlanticcity.com
[3] pulitzer.org
[3] opb.org
[1] technologyreview.com
[1] theintercept.com
[1] adn.com
[1] iheart.com

Top Domains in Tweet in G3:
[379] propublica.org
[132] twitter.com
[15] apple.news
[2] apple.com
[2] chicagotribune.com
[2] undark.org
[2] classy.org
[1] replug.link
[1] shorturl.at
[1] fark.com

Top Domains in Tweet in G4:
[42] propublica.org
[13] twitter.com
[1] thebaltimorebanner.com
[1] trib.al
[1] whyy.org
[1] memeorandum.com

Top Domains in Tweet in G5:
[53] propublica.org
[6] twitter.com
[3] yahoo.com
[2] vox.com
[2] un.org
[2] trib.al
[2] theguardian.com
[1] aclu.org
[1] abc.com
[1] lavaforgood.com

Top Domains in Tweet in G6:
[47] twitter.com
[36] yahoo.com
[25] propublica.org
[3] co.uk
[2] marketplace.org
[1] seattletimes.com
[1] trib.al
[1] goo.gl
[1] themarshallproject.org
[1] gijn.org

Top Domains in Tweet in G7:
[18] propublica.org
[11] twitter.com
[2] msn.com
[1] latintimes.com
[1] soapboxie.com
[1] trib.al
[1] nytco.com

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

Top Domains in Tweet in G9:
[43] propublica.org
[3] twitter.com
[3] trib.al
[1] texastribune.org

Top Domains in Tweet in G10:
[9] propublica.org
[4] wwltv.com
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[49] gop
[48] demvoice1
[48] maga
[24] pulitzer
[20] alaska
[18] πούτιν
[16] salmon
[13] texas
[10] ar15
[9] hatchery



Top Hashtags in Tweet in G1:
[21] pulitzer
[8] texas
[7] handguns
[7] texaslaw
[7] ar15
[7] gunregulation
[7] guns
[5] massshootings
[5] journalism
[5] news

Top Hashtags in Tweet in G2:
[9] salmon
[8] hatchery
[2] pulitzer
[2] nra
[2] journalism
[2] uvalde
[1] massshootings
[1] guns
[1] gunsensenow
[1] guncontrolnow

Top Hashtags in Tweet in G3:
[2] 5g
[2] covid19
[2] humanreasoning
[2] paranoiaframework
[2] sharedfacts
[2] brainfunction
[2] มันทำให้รัสเซียลงทุนในสงครามถูกลงมากเพราะwagnerปล้นสดมภ์ทรัพยากรเอาตามอำเภอใบ
[2] neoliberalism
[2] poverty
[2] inequality

Top Hashtags in Tweet in G4:
[3] banguns
[1] vladimirputin
[1] russian
[1] azsen
[1] ncsen
[1] gasen
[1] phled

Top Hashtags in Tweet in G5:
[2] jamesdailey
[1] banguns
[1] cancelallstudentdebtnow
[1] votebluetosaveamerica
[1] theywont

Top Hashtags in Tweet in G6:
[48] gop
[48] maga
[4] cancelstudentdebt
[2] uvalde
[1] passs1098
[1] girlboss
[1] stoppredatorylending
[1] cancelstudentdebtnow
[1] cnn
[1] foxnews

Top Hashtags in Tweet in G7:
[3] nagpra
[1] holdparentsaccountable
[1] hr3474
[1] autopilot
[1] 2yrs
[1] wellregulated
[1] zip11933
[1] ny_cd1
[1] repatriation
[1] ancestorsback

Top Hashtags in Tweet in G10:
[2] hammertime

Top Words
Top Words in Tweet in Entire Graph:
[4477] propublica
[529] state
[507] gun
[453] school
[386] city
[385] murder
[379] muellershewrote
[370] child
[362] police
[361] more

Top Words in Tweet in G1:
[2643] propublica
[277] child
[266] police
[263] support
[260] taylor
[230] state
[226] more
[218] school
[183] custody
[173] year

Top Words in Tweet in G2:
[387] propublica
[208] jenny_deam
[152] school
[151] charlesornstein
[145] reporter
[126] high
[106] duty
[105] terrible
[104] friends
[104] colorado

Top Words in Tweet in G3:
[111] propublica
[65] gun
[58] tax
[38] shootings
[37] city
[37] mass
[35] law
[35] seven
[35] casinos
[33] republican

Top Words in Tweet in G4:
[313] alecmacgillis
[261] jury
[254] baltimore
[207] foreman
[195] victim
[193] case
[191] murder
[190] recently
[190] actor
[189] seated

Top Words in Tweet in G5:
[374] muellershewrote
[356] propublica
[335] civesvero
[334] thrasherxy
[214] ppl
[212] please
[212] screenshot
[212] scolds
[211] showing
[211] liberal

Top Words in Tweet in G6:
[133] propublica
[83] studentloanjus1
[72] yahoonews
[60] ap
[59] foxnews
[59] mtaibbi
[59] moetkacik
[57] npr
[54] wsj
[52] senategop

Top Words in Tweet in G7:
[112] gun
[102] involved
[97] shannonrwatts
[92] articles
[92] explains
[92] important
[92] violence
[92] prevention
[92] city
[92] councils

Top Words in Tweet in G8:
[4] emma34770971
[4] angryfleas
[3] badams820
[3] mrchingone
[3] revgrunt
[3] ziggystardogs
[3] henriziolkowski
[3] medwoman1
[3] stupidmaggats
[3] vickie627

Top Words in Tweet in G9:
[110] gun
[83] andykroll
[82] propublica
[57] state
[53] republican
[53] involved
[52] know
[51] tried
[51] introduce
[51] commonsense

Top Words in Tweet in G10:
[151] richardawebster
[103] state
[102] louisiana
[102] propublica
[100] efforts
[83] money
[78] use
[74] katrina
[69] wwltv
[69] nolanews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[251] high,school
[228] child,support
[214] screenshot,propublica
[213] please,civesvero
[213] civesvero,screenshot
[213] propublica,showing
[213] showing,liberal
[213] liberal,ghoul
[213] ghoul,muellershewrote
[213] muellershewrote,scolds

Top Word Pairs in Tweet in G1:
[203] child,support
[147] double,murder
[142] police,custody
[126] high,school
[102] murder,committed
[101] daniel,taylor
[101] taylor,life
[101] life,sentence
[101] sentence,double
[101] committed,police

Top Word Pairs in Tweet in G2:
[104] terrible,duty
[101] goes,reporter
[101] reporter,terrible
[101] duty,especially
[101] especially,colleagues
[101] colleagues,friends
[101] friends,colorado
[100] jenny_deam,goes
[90] high,school
[89] mass,shootings

Top Word Pairs in Tweet in G3:
[37] mass,shootings
[35] seven,mass
[32] tax,break
[31] atlantic,city
[30] gun,lobby
[30] casinos,pled
[30] pled,poverty
[30] huge,tax
[29] poverty,huge
[26] republican,tried

Top Word Pairs in Tweet in G4:
[189] recently,seated
[189] seated,foreman
[189] foreman,jury
[189] jury,attempted
[189] attempted,murder
[189] murder,case
[189] case,baltimore
[189] baltimore,victim
[189] victim,actor
[188] alecmacgillis,recently

Top Word Pairs in Tweet in G5:
[211] please,civesvero
[211] civesvero,screenshot
[211] screenshot,propublica
[211] propublica,showing
[211] showing,liberal
[211] liberal,ghoul
[211] ghoul,muellershewrote
[211] muellershewrote,scolds
[211] scolds,ppl
[210] thrasherxy,please

Top Word Pairs in Tweet in G6:
[59] mtaibbi,moetkacik
[50] propublica,npr
[49] aarp,nro
[49] nro,ndn
[49] ndn,abc
[49] abc,ap
[49] ap,foxnews
[49] foxnews,wearesinclair
[49] wearesinclair,accountablegop
[49] accountablegop,senategop

Top Word Pairs in Tweet in G7:
[92] articles,explains
[92] explains,important
[92] important,involved
[92] involved,gun
[92] gun,violence
[92] violence,prevention
[92] prevention,city
[92] city,councils
[92] councils,statehouses
[91] shannonrwatts,articles

Top Word Pairs in Tweet in G8:
[2] waywardmegan15,atriana
[2] atriana,ihonestlydont19
[2] asjah8,skeeduu
[2] skeeduu,umfpt
[2] umfpt,concernedinpv
[2] concernedinpv,jencages
[2] jencages,sinner_lilith
[2] _teekeemon,peterjo14338685
[2] peterjo14338685,taidecker
[2] taidecker,conservacat2

Top Word Pairs in Tweet in G9:
[51] republican,tried
[51] tried,introduce
[51] introduce,commonsense
[51] commonsense,gun
[51] gun,law
[51] law,gun
[51] gun,lobby
[51] lobby,involved
[51] involved,know
[51] know,state

Top Word Pairs in Tweet in G10:
[68] state,louisiana
[68] katrina,victims
[67] louisiana,pausing
[67] pausing,efforts
[67] efforts,collect
[67] collect,money
[67] money,thousands
[67] thousands,katrina
[67] victims,didn
[67] didn,use

Top Replied-To
Top Replied-To in Entire Graph:
@propublica
@jtemple
@kyoshino
@thrasherxy
@vicenteaferreir
@mattyduchak
@muellershewrote
@schlo5
@studentloanjus1
@libertyu

Top Replied-To in G1:
@propublica
@vicenteaferreir
@schlo5
@imustberight
@carasantamaria
@pulitzerprizes
@sue99339007
@rapieress
@goldeneye1959
@andre_dieguesf

Top Replied-To in G2:
@jtemple
@propublica
@charlesornstein
@cajsa
@janehalldesign
@rmanning47
@irenatfh
@elizbrowne
@ayanaeliza
@caseynewton

Top Replied-To in G4:
@kyoshino
@danielpetty
@jewstein3000
@alecmacgillis
@propublica
@rover537
@jellofries
@reneepie
@02percent_
@spicxer

Top Replied-To in G5:
@thrasherxy
@muellershewrote
@mattyduchak
@keewa
@nikikunene
@guri_x
@klarosa
@stampswendell
@jeanshortscarlo
@studentloanjus1

Top Replied-To in G6:
@studentloanjus1
@propublica
@thegreenolddill
@cnn
@mustelidmaven
@1a
@kinda_damp
@joleneswisher2
@leadermcconnell
@rcregalstarfire

Top Replied-To in G7:
@propublica
@shannonrwatts
@potus
@parishilton
@drbiden
@jzbleiberg
@patheos
@abadisability
@harrisonjaime
@joseortegasa

Top Replied-To in G8:
@jerbear714
@revgrunt
@fandoug
@dogface118
@patriot_1776us
@jackwhoelse

Top Replied-To in G9:
@txtianmiller
@andykroll
@richardgrenell
@baklava_in_ca
@propublica

Top Replied-To in G10:
@davidhammerwwl
@propublica
@richardawebster
@wwltv
@ponderranch
@charlesornstein
@jacksonvoss

Top Mentioned
Top Mentioned in Entire Graph:
@propublica
@muellershewrote
@alecmacgillis
@civesvero
@thrasherxy
@jenny_deam
@charlesornstein
@richardawebster
@shannonrwatts
@andykroll

Top Mentioned in G1:
@propublica
@gingerthomp1
@pulitzerprizes
@vicenteaferreir
@rapieress
@dicktofel
@jentaub
@carasantamaria
@charlesornstein
@4taxfairness

Top Mentioned in G2:
@propublica
@jenny_deam
@charlesornstein
@lisalsong
@irenatfh
@jtemple
@newsburd
@jaimealyse
@bykenarmstrong
@ayanaeliza

Top Mentioned in G3:
@wydmindfeersart
@sprzyslp
@miriam12
@hockeyseasntime
@allentien
@pitakpao_tospol

Top Mentioned in G4:
@alecmacgillis
@propublica
@baltimorebanner
@kyoshino
@danielpetty
@joel_c_anderson
@ellenbarrynyt
@bgrueskin
@charlesornstein
@jewstein3000

Top Mentioned in G5:
@muellershewrote
@propublica
@civesvero
@thrasherxy
@keewa
@lumpylouish
@popsknox
@hillcrestcardco
@mattyduchak
@jeanshortscarlo

Top Mentioned in G6:
@propublica
@studentloanjus1
@yahoonews
@ap
@mtaibbi
@moetkacik
@foxnews
@npr
@wsj
@senategop

Top Mentioned in G7:
@shannonrwatts
@propublica
@denbrots
@crewcrew
@potus
@parentsmagazine
@seccardona
@bobbyscott
@nasbe
@nationalpta

Top Mentioned in G8:
@emma34770971
@angryfleas
@badams820
@mrchingone
@ziggystardogs
@henriziolkowski
@medwoman1
@stupidmaggats
@vickie627
@concernedinpv

Top Mentioned in G9:
@andykroll
@propublica
@zaleskiluke
@txtianmiller
@mattlech
@jasminlucci
@irenatfh
@alecmacgillis
@charlesornstein
@manoncamelshump

Top Mentioned in G10:
@richardawebster
@propublica
@nolanews
@wwltv
@davidhammerwwl
@ruikaneya
@jenny_deam
@hudgov
@danrather
@sdbanville

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dichristine
@barntiques859
@kanekos69
@bella623
@monicasloves
@cagney1991
@dhitka
@kat4obama
@1denmadrid

Top Tweeters in G1:
@barntiques859
@cagney1991
@1denmadrid
@phillip92321
@lizditz
@mharvey816
@lechatnoire4
@backstorymom1
@1loriking
@pollsstar

Top Tweeters in G2:
@dichristine
@_redfrog
@chilhon2016lap
@katcapps
@tadrow
@adekleine
@multijo1
@sba1211
@monicarivpin
@digyoursoul

Top Tweeters in G3:
@monicasloves
@allentien
@litlgrey
@shehzadyounis
@donelichterman
@rosenthalellery
@spsot
@reverendentity
@spanishcountry
@danwibg

Top Tweeters in G4:
@lorettabower3
@reignofapril
@notacquiescing
@lrozen
@casablancaric
@pearlfectchassi
@takinyera
@memeorandum
@docjanicel
@superretroid

Top Tweeters in G5:
@b1e56df9ce6549f
@paulsorrentino3
@shasta_otter
@raveenthedream
@winetast3r
@carstarr6
@yllekonadnerb
@keewa
@teeterpyg
@pinky_or_brain

Top Tweeters in G6:
@thehill
@business
@dcexaminer
@bbcnews
@nypost
@nytimes
@foxnews
@latimes
@washingtonpost
@time

Top Tweeters in G7:
@teckiegirl
@amadii
@newsjunkie60
@crlulukat
@agitatorsneeded
@no2hitting
@jjohnson2u
@demgirl50
@fightkidscancer
@pfaffsc

Top Tweeters in G8:
@vickie627
@rhsibley
@vincegottalotta
@ladyoftheocean1
@medwoman1
@marvin_hill123
@sandraclunie
@carlbotha2
@steven_swenson
@sandranotsandy1

Top Tweeters in G9:
@phendricks71
@tottenbill
@deathtocrazy
@rhonda_harbison
@avonan
@aliadair22
@gyggy
@mijomojo1
@walkerdl
@lee_in_iowa

Top Tweeters in G10:
@bannerite
@amyayers16
@oregakitaworld
@jennontherocks_
@sanitythief
@iggy
@frostbite___
@kevinrns
@jmood88
@nolanews


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