krugman, Twitter, 9/24/2020 7:45:11 PM, 235917


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krugman_2020-09-24_07-37-13.xlsx
krugman_2020-09-24_07-37-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 24, 2020
Short Description:
krugman via NodeXL https://bit.ly/3iW0wMN
@jamilamhammami
@paulkrugman
@realtuckfrumper
@kthalps
@rawstory
@mikereesem
@amyv333
@realdonaldtrump
@autobotprowler
@motorbike_mom

Top hashtags:
#votebiden
#trump
#happybirthdaynamjoon
#krugman
#the200
#smartnews
#afps

Description:
Description
The graph represents a network of 7,884 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 September 2020 at 14:42 UTC.

The requested start date was Thursday, 24 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 23-hour, 18-minute period from Tuesday, 15 September 2020 at 00:42 UTC to Thursday, 24 September 2020 at 00:00 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 : 7884
Unique Edges : 2819
Edges With Duplicates : 11508
Total Edges : 14327
Number of Edge Types : 5
Retweet : 5392
MentionsInRetweet : 5837
Tweet : 1204
Replies to : 915
Mentions : 979
Self-Loops : 1243
Reciprocated Vertex Pair Ratio : 0.00833561082262913
Reciprocated Edge Ratio : 0.0165334056105163
Connected Components : 1209
Single-Vertex Connected Components : 622
Maximum Vertices in a Connected Component : 4917
Maximum Edges in a Connected Component : 10264
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.471969
Graph Density : 0.000118729699377495
Modularity : 0.496816
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 7,884 Twitter users whose tweets in the requested range contained "krugman", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 September 2020 at 14:42 UTC.

The requested start date was Thursday, 24 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 8-day, 23-hour, 18-minute period from Tuesday, 15 September 2020 at 00:42 UTC to Thursday, 24 September 2020 at 00:00 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 : krugman
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:
[140] https://www.rawstory.com/2020/09/trumps-new-anti-mask-rhetoric-is-the-last-gasp-of-a-flailing-campaign-paul-krugman/
[120] https://www.politicususa.com/2020/09/23/nobel-laureate-paul-krugman-expect-violence-from-trump-supporters-to-disrupt-the-election.html
[107] https://www.cnbc.com/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html
[73] https://www.rawstory.com/2020/09/its-bizarre-and-frightening-that-trump-is-spending-the-final-weeks-of-his-campaign-discouraging-mask-use-paul-krugman/
[60] https://www.rawstory.com/2020/09/economist-paul-krugman-republicans-have-no-solutions-for-the-huge-problems-the-us-will-be-facing-in-2021/
[57] https://www.rawstory.com/2020/09/trump-and-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare-paul-krugman/
[49] https://jacobinmag.com/2020/09/war-on-terror-displacement-refugees-us-imperialism
[40] https://www.dailykos.com/stories/2020/9/22/1979599/-Krugman-If-you-or-someone-you-love-has-a-pre-existing-condition-your-fate-is-on-the-ballot
[38] https://hillreporter.com/expect-violence-from-trump-supporters-to-disrupt-election-warns-nobel-laureate-paul-krugman-79730
[36] http://www.feelingofbeingwatched.com/

Top URLs in Tweet in G1:
[1] https://www.moonofalabama.org/2020/09/nobel-laureate-paul-krugman-falls-victim-to-911-dementia.html
[1] https://twitter.com/JamilaMHammami/status/1306397233273810946
[1] https://twitter.com/JamilaMHammami/status/1306723042421342211
[1] https://axecorg.blogspot.com/2016/02/krugman-and-scientific-implosion-of.html
[1] https://www.businessinsider.com/paul-krugman-hacked-qanon-how-to-avoid-phishing-scam-2020-1
[1] https://www.youtube.com/watch?v=d_udbs-wuDA&feature=youtu.be

[1] https://twitter.com/paulkrugman/status/1304385740063805440
[1] https://twitter.com/JamilaMHammami/status/1306374797660688385
[1] https://www.youtube.com/watch?v=7V9xZLXppgY&feature=youtu.be

[1] https://twitter.com/asmae_toumi/status/1305606614255362049

Top URLs in Tweet in G2:
[37] https://www.rawstory.com/2020/09/economist-paul-krugman-republicans-have-no-solutions-for-the-huge-problems-the-us-will-be-facing-in-2021/
[30] https://www.rawstory.com/2020/09/trumps-new-anti-mask-rhetoric-is-the-last-gasp-of-a-flailing-campaign-paul-krugman/
[25] https://www.dailykos.com/stories/2020/9/22/1979599/-Krugman-If-you-or-someone-you-love-has-a-pre-existing-condition-your-fate-is-on-the-ballot
[22] https://www.cnbc.com/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html
[19] https://twitter.com/paulkrugman/status/1308732221851938817
[18] https://www.rawstory.com/2020/09/expect-violence-from-trump-supporters-paul-krugman-issues-dire-warning-of-whats-to-come-in-2020-election/
[11] https://twitter.com/JamilaMHammami/status/1306374797660688385
[8] https://www.nytimes.com/2020/09/14/opinion/trump-biden.html?smid=tw-share
[8] https://www.rawstory.com/2020/09/trump-and-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare-paul-krugman/
[7] https://twitter.com/jamilamhammami/status/1306374797660688385

Top URLs in Tweet in G3:
[3] https://www.92y.org/class/great-thinkers-paul-krugman
[3] https://www.nytimes.com/2020/09/21/opinion/trump-supreme-court-health-care.html?smid=tw-share
[3] https://www.nytimes.com/2020/09/14/opinion/trump-biden.html?smid=tw-share
[2] https://www1.folha.uol.com.br/colunas/paulkrugman/2020/09/votar-nos-republicanos-significa-votar-contra-a-saude.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[2] https://www.snopes.com/fact-check/paul-krugman-internets-effect-economy/
[2] https://www.nytimes.com/2020/09/17/opinion/donald-trump-masks.html?smid=tw-share
[1] https://thehill.com/homenews/media/477482-paul-krugman-my-computer-was-hacked-to-download-child-pornography
[1] https://twitter.com/paulkrugman/status/1308732221851938817
[1] https://www.politicususa.com/2020/09/23/nobel-laureate-paul-krugman-expect-violence-from-trump-supporters-to-disrupt-the-election.html
[1] https://www.nytimes.com/column/paul-krugman?action=click&contentCollection=Opinion&module=ExtendedByline®ion=Header&pgtype=article

Top URLs in Tweet in G4:
[4] https://twitter.com/paulkrugman/status/1304385740063805440
[3] https://www.youtube.com/watch?v=0sGFpN5N9RM&feature=youtu.be

[3] https://www.moonofalabama.org/2020/09/nobel-laureate-paul-krugman-falls-victim-to-911-dementia.html
[2] https://twitter.com/jjz1600/status/1305684890269159425
[1] https://twitter.com/kthalps/status/1305680435012403203

Top URLs in Tweet in G5:
[61] https://www.politicususa.com/2020/09/23/nobel-laureate-paul-krugman-expect-violence-from-trump-supporters-to-disrupt-the-election.html
[32] https://hillreporter.com/expect-violence-from-trump-supporters-to-disrupt-election-warns-nobel-laureate-paul-krugman-79730
[22] https://www.rawstory.com/2020/09/trumps-new-anti-mask-rhetoric-is-the-last-gasp-of-a-flailing-campaign-paul-krugman/
[11] https://www.rawstory.com/2020/09/trump-and-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare-paul-krugman/
[6] https://www.rawstory.com/2020/09/trump-and-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare-paul-krugman/#.X2noNPqQxWE.twitter
[2] https://www.rawstory.com/2020/09/its-bizarre-and-frightening-that-trump-is-spending-the-final-weeks-of-his-campaign-discouraging-mask-use-paul-krugman/
[2] https://www.rawstory.com/2020/09/expect-violence-from-trump-supporters-paul-krugman-issues-dire-warning-of-whats-to-come-in-2020-election/
[2] https://twitter.com/paulkrugman/status/1308732221851938817?s=20
[1] https://www.rawstory.com/2020/09/economist-paul-krugman-republicans-have-no-solutions-for-the-huge-problems-the-us-will-be-facing-in-2021/
[1] https://politicaltribune.org/paul-krugman-says-we-should-expect-violence-from-trump-supporters-maybe-lots-of-it-if-trump-loses-election/

Top URLs in Tweet in G6:
[53] https://www.rawstory.com/2020/09/trumps-new-anti-mask-rhetoric-is-the-last-gasp-of-a-flailing-campaign-paul-krugman/
[28] https://www.rawstory.com/2020/09/trump-and-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare-paul-krugman/
[7] http://crooksandliars.com/2014/10/krugman-obama-one-most-successful
[2] https://www.rawstory.com/2020/09/expect-violence-from-trump-supporters-paul-krugman-issues-dire-warning-of-whats-to-come-in-2020-election/
[2] https://www.rawstory.com/2020/09/economist-paul-krugman-republicans-have-no-solutions-for-the-huge-problems-the-us-will-be-facing-in-2021/
[2] https://www.rawstory.com/2020/09/its-bizarre-and-frightening-that-trump-is-spending-the-final-weeks-of-his-campaign-discouraging-mask-use-paul-krugman/
[1] https://www.rawstory.com/2020/06/nyt-paul-krugman-reveals-why-the-far-right-is-living-out-its-nightmare-and-could-become-even-more-dangerous/
[1] https://hillreporter.com/expect-violence-from-trump-supporters-to-disrupt-election-warns-nobel-laureate-paul-krugman-79730
[1] https://www.rawstory.com/2020/09/economist-paul-krugman-republicans-have-no-solutions-for-the-huge-problems-the-us-will-be-facing-in-2021/#.X2G1PxfuS4Y.twitter
[1] https://www.dailykos.com/stories/2020/9/22/1979599/-Krugman-If-you-or-someone-you-love-has-a-pre-existing-condition-your-fate-is-on-the-ballot

Top URLs in Tweet in G7:
[2] https://fermatslibrary.com/s/the-theory-of-interstellar-trade

Top URLs in Tweet in G8:
[12] https://www.nationalreview.com/2019/11/paul-krugman-always-wrong-never-in-doubt/
[11] https://trib.al/L2tjuPO
[6] https://www.cnbc.com/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html
[6] https://www.alternet.org/2020/09/paul-krugman-explains-how-the-gop-has-been-wrong-every-step-of-the-way-on-obamacare/#.X2lcLpBxURM.twitter
[3] https://www.nytimes.com/2020/09/14/opinion/trump-biden.html
[2] https://www.politicususa.com/2020/09/23/nobel-laureate-paul-krugman-expect-violence-from-trump-supporters-to-disrupt-the-election.html
[2] https://www.cnbc.com/2020/09/15/krugman-stiglitz-el-erian-duflo-oneill-sachs-talk-globalization.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[1] https://www.rawstory.com/2020/09/expect-violence-from-trump-supporters-paul-krugman-issues-dire-warning-of-whats-to-come-in-2020-election/
[1] https://cnb.cx/33a2Yss
[1] https://www.alternet.org/2020/09/expect-violence-from-trump-supporters-paul-krugman-issues-dire-warning-of-whats-ahead-in-2020-election/#.X2tI7bCkfao.twitter

Top URLs in Tweet in G9:
[3] https://www.cnbc.com/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html
[1] https://hillreporter.com/expect-violence-from-trump-supporters-to-disrupt-election-warns-nobel-laureate-paul-krugman-79730
[1] https://www.cnbc.com/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html?view=story%3F__source%3Dandroidappshare
[1] https://www.cnbc.com/amp/2020/09/21/national-debt-krugman-reich-booth-duflo-oneill-spriggs-moyo-el-erian.html?__twitter_impression=true

Top URLs in Tweet in G10:
[2] https://actionnetwork.org/fundraising/louisville-community-bail-fund/
[2] https://allships.co/article/interview-jimmy-cover-art-guy
[1] https://twitter.com/kevincate/status/1305914833678880769
[1] https://twitter.com/heeratarantino/status/1305814607634870272
[1] https://twitter.com/sandyphimester/status/1308093570717425664
[1] https://davekrugman.darkroom.tech:443/
[1] https://twitter.com/nytimes/status/1308822672122564610
[1] https://twitter.com/danielnmiller/status/1308789051500056576
[1] https://gothamist.com/news/smokey-haze-unprecedented-west-coast-fires-sweeps-over-nyc-skies
[1] https://twitter.com/exposure/status/1306988577243500546

Top Domains
Top Domains in Tweet in Entire Graph:
[573] rawstory.com
[311] twitter.com
[150] nytimes.com
[138] cnbc.com
[127] politicususa.com
[57] alternet.org
[49] jacobinmag.com
[41] hillreporter.com
[41] dailykos.com
[40] youtube.com

Top Domains in Tweet in G1:
[5] twitter.com
[2] youtube.com
[1] moonofalabama.org
[1] blogspot.com
[1] businessinsider.com

Top Domains in Tweet in G2:
[193] rawstory.com
[140] twitter.com
[81] nytimes.com
[42] cnbc.com
[26] dailykos.com
[21] alternet.org
[10] warriorplus.com
[9] com.br
[7] youtube.com
[5] redstate.com

Top Domains in Tweet in G3:
[13] nytimes.com
[6] twitter.com
[4] 92y.org
[3] com.br
[3] youtube.com
[2] snopes.com
[2] huffpost.com
[1] thehill.com
[1] politicususa.com
[1] nyti.ms

Top Domains in Tweet in G4:
[7] twitter.com
[3] youtube.com
[3] moonofalabama.org

Top Domains in Tweet in G5:
[61] politicususa.com
[53] rawstory.com
[32] hillreporter.com
[2] twitter.com
[1] politicaltribune.org
[1] nytimes.com

Top Domains in Tweet in G6:
[93] rawstory.com
[7] crooksandliars.com
[1] hillreporter.com
[1] dailykos.com
[1] alternet.org

Top Domains in Tweet in G7:
[2] fermatslibrary.com

Top Domains in Tweet in G8:
[12] nationalreview.com
[11] trib.al
[10] cnbc.com
[7] alternet.org
[5] nytimes.com
[4] rawstory.com
[2] politicususa.com
[1] cnb.cx
[1] dailykos.com
[1] twitter.com

Top Domains in Tweet in G9:
[5] cnbc.com
[1] hillreporter.com

Top Domains in Tweet in G10:
[9] twitter.com
[2] actionnetwork.org
[2] allships.co
[1] darkroom.tech
[1] gothamist.com
[1] votesaveamerica.com
[1] cnbc.com
[1] timeout.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24] votebiden
[15] trump
[15] happybirthdaynamjoon
[13] krugman
[13] the200
[12] smartnews
[11] afps
[10] nhpolitics
[10] neverforget
[8] economic



Top Hashtags in Tweet in G1:
[1] economics
[1] fakescience
[1] economists
[1] stupidorcorruptorboth
[1] defundeconomics
[1] fireeconomists
[1] scrapthelot
[1] learnmmt

Top Hashtags in Tweet in G2:
[15] happybirthdaynamjoon
[11] smartnews
[10] krugman
[10] neverforget
[8] allbuildingsmatter
[6] hanbin
[5] pledgeofallegiance
[5] manhattan
[5] bush
[5] freepcfriday

Top Hashtags in Tweet in G3:
[1] trump
[1] racism
[1] whitegenocide
[1] covid19
[1] epsteinfiles
[1] muslims
[1] shutdown
[1] islamophobia

Top Hashtags in Tweet in G5:
[1] dontgetfuckedup
[1] onev1

Top Hashtags in Tweet in G6:
[3] trump
[2] politics
[2] corruption
[1] comradetrump
[1] goprussia
[1] moscowmitch
[1] traitortrump
[1] maga
[1] kag
[1] voteblue

Top Hashtags in Tweet in G8:
[13] the200
[1] smartnews
[1] dumptrump2020
[1] economy
[1] cnbc
[1] wethepeople

Top Hashtags in Tweet in G9:
[24] votebiden
[2] cnbc

Top Hashtags in Tweet in G10:
[1] flatsun
[1] nationalvoterregistrationday
[1] americaortrump
[1] voteearly

Top Words
Top Words in Tweet in Entire Graph:
[6317] krugman
[5201] paul
[3098] 11
[2814] tweet
[2754] jamilamhammami
[2712] today
[2708] dr
[2698] class
[2697] professor
[2696] challenged

Top Words in Tweet in G1:
[2683] krugman
[2683] jamilamhammami
[2641] tweet
[2637] paul
[2629] 11
[2625] dr
[2623] professor
[2622] class
[2622] regarding
[2622] islamaphobia

Top Words in Tweet in G2:
[601] krugman
[444] paul
[174] trump
[95] 2021
[87] economist
[83] republicans
[76] problems
[74] huge
[73] solutions
[71] facing

Top Words in Tweet in G3:
[224] krugman
[199] paulkrugman
[60] paul
[41] trump
[28] people
[26] 11
[23] years
[22] nytimes
[19] right
[19] more

Top Words in Tweet in G4:
[248] kthalps
[147] zogby
[145] krugman
[144] death
[143] first
[143] threat
[143] came
[143] day
[143] towel
[143] head

Top Words in Tweet in G5:
[291] paul
[269] krugman
[266] trump
[247] realtuckfrumper
[158] expect
[158] violence
[158] supporters
[158] election
[93] nobel
[93] laureate

Top Words in Tweet in G6:
[220] krugman
[219] paul
[183] rawstory
[134] trump
[77] campaign
[77] mask
[74] economist
[74] republicans
[74] solutions
[74] huge

Top Words in Tweet in G7:
[283] goods
[146] fermatslibrary
[142] transit
[141] interest
[141] rates
[141] computed
[141] travel
[141] close
[141] speed
[141] light

Top Words in Tweet in G8:
[85] cnbc
[72] krugman
[44] paul
[33] economists
[29] realdonaldtrump
[27] top
[27] debt
[25] national
[25] worth
[25] over

Top Words in Tweet in G9:
[97] dimartinobooth
[69] debt
[67] going
[67] dollars
[66] take
[66] 25
[66] 50
[66] trillion
[66] sovereignty
[66] becomes

Top Words in Tweet in G10:
[59] dave_krugman
[18] more
[16] see
[16] smoke
[15] exactly
[14] fact
[13] nymetrowx
[13] expected
[13] noticeable
[13] tomorrow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5050] paul,krugman
[2737] 11,tweet
[2721] krugman,11
[2685] dr,paul
[2684] today,class
[2684] class,challenged
[2684] challenged,professor
[2684] professor,dr
[2683] jamilamhammami,today
[2683] tweet,regarding

Top Word Pairs in Tweet in G1:
[2637] paul,krugman
[2621] dr,paul
[2620] today,class
[2620] class,challenged
[2620] challenged,professor
[2620] professor,dr
[2620] krugman,11
[2620] 11,tweet
[2620] tweet,regarding
[2620] regarding,islamaphobia

Top Word Pairs in Tweet in G2:
[421] paul,krugman
[76] economist,paul
[73] krugman,republicans
[73] republicans,solutions
[73] solutions,huge
[73] huge,problems
[71] problems,facing
[71] facing,2021
[46] anti,mask
[44] last,gasp

Top Word Pairs in Tweet in G3:
[55] paul,krugman
[26] paulkrugman,krugman
[17] mr,krugman
[11] paulkrugman,paul
[10] trump,face
[10] face,masks
[10] masks,paul
[10] nytimes,paulkrugman
[9] krugman,wrong
[9] krugman,nytimes

Top Word Pairs in Tweet in G4:
[143] first,death
[143] death,threat
[143] threat,came
[143] came,day
[143] day,zogby
[143] zogby,towel
[143] towel,head
[143] head,ll
[143] ll,murder
[142] kthalps,first

Top Word Pairs in Tweet in G5:
[268] paul,krugman
[158] expect,violence
[158] violence,trump
[158] trump,supporters
[97] krugman,expect
[93] nobel,laureate
[93] laureate,paul
[93] supporters,disrupt
[93] disrupt,election
[60] realtuckfrumper,nobel

Top Word Pairs in Tweet in G6:
[219] paul,krugman
[76] rawstory,trump
[74] economist,paul
[74] krugman,republicans
[74] republicans,solutions
[74] solutions,huge
[74] huge,problems
[74] problems,facing
[74] facing,2021
[59] rawstory,economist

Top Word Pairs in Tweet in G7:
[141] interest,rates
[141] rates,goods
[141] goods,transit
[141] transit,computed
[141] computed,goods
[141] goods,travel
[141] travel,close
[141] close,speed
[141] speed,light
[140] fermatslibrary,interest

Top Word Pairs in Tweet in G8:
[43] paul,krugman
[27] top,economists
[25] national,debt
[25] debt,worth
[25] worth,over
[24] over,26
[24] 26,trillion
[21] richgas8,cnbc
[20] president,trump's
[20] trump's,first

Top Word Pairs in Tweet in G9:
[66] going,take
[66] take,debt
[66] debt,25
[66] 25,50
[66] 50,trillion
[66] trillion,dollars
[66] dollars,sovereignty
[66] sovereignty,becomes
[66] becomes,risk
[65] dimartinobooth,going

Top Word Pairs in Tweet in G10:
[13] nymetrowx,dave_krugman
[13] dave_krugman,exactly
[13] exactly,fact
[13] fact,smoke
[13] smoke,expected
[13] expected,more
[13] more,noticeable
[13] noticeable,tomorrow
[13] tomorrow,see
[12] see,smo

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@dave_krugman
@jamilamhammami
@nytimes
@davidharsanyi
@nytopinion
@fermatslibrary
@catsauraga
@chrizterium
@chillywillers

Top Replied-To in G1:
@jamilamhammami
@nadiarahmansf
@g3thaunted
@repgalonski
@anooshinthesun
@myrakhan

Top Replied-To in G3:
@paulkrugman
@nytimes
@nytopinion
@prefernobody
@joegarrisonnews
@3nder555
@reidob
@tomselliott
@doktamoox
@whalenonfools

Top Replied-To in G4:
@cernovich
@jjz1600
@ggreenwald
@kthalps
@meretriciouspro
@chamaa

Top Replied-To in G5:
@tomtomorrow
@realtuckfrumper

Top Replied-To in G6:
@rawstory
@bettie003

Top Replied-To in G7:
@fermatslibrary
@grahamfarmelo

Top Replied-To in G8:
@realdonaldtrump
@cnbc
@jrubinblogger
@thephil11613248
@cspanwj
@harphornaday
@ncparker73
@mattwalshblog
@posonaut
@secpompeo

Top Replied-To in G9:
@dimartinobooth
@ektrit
@jamesmarsh79

Top Replied-To in G10:
@dave_krugman
@alexisohanian
@ashleystrongarm
@misanthropologa
@aundrelarrow
@josh_tep
@phorne96
@thoughtfulth0t
@adamjk
@albany_18_

Top Mentioned
Top Mentioned in Entire Graph:
@jamilamhammami
@realtuckfrumper
@kthalps
@rawstory
@paulkrugman
@fermatslibrary
@jjz1600
@dimartinobooth
@cnbc
@wbmosler

Top Mentioned in G1:
@jamilamhammami
@anooshinthesun
@claudia_sahm
@g3thaunted
@specialkwhit
@mspackyetti
@paulkrugman
@mskellymhayes
@cuny_clear
@naunihalpublic

Top Mentioned in G2:
@makemon58512432
@micheleneberkey
@williesband
@debg_deb
@videsulizan

Top Mentioned in G3:
@paulkrugman
@nytimes
@peggystuart
@stuinsd
@jamilamhammami
@crof
@folha
@atsumori5834
@web_rant
@arlenparsa

Top Mentioned in G4:
@kthalps
@jjz1600
@johncusack
@jamilamhammami
@ggreenwald
@_whitneywebb
@abshlimon
@paulkrugman
@moonofa
@cernovich

Top Mentioned in G5:
@realtuckfrumper
@lamontfrazier4
@billg18211
@davidocasio3
@ann_neels
@jamilamhammami
@bemuir_ronkon79
@esqdba
@tomtomorrow
@xaipe3

Top Mentioned in G6:
@rawstory
@rjoseph7777
@1craftywitch
@thejoshuablog
@realtuckfrumper
@libertea2012
@realdonaldtrump
@raemargaret61
@kthalps
@counselor701

Top Mentioned in G7:
@fermatslibrary

Top Mentioned in G8:
@cnbc
@realdonaldtrump
@richgas8
@realjameswoods
@googlenews
@vietthanhsports
@greenhousenyt
@spooney35
@cspanwj
@marklevinshow

Top Mentioned in G9:
@dimartinobooth
@bryandawsonusa
@halsrethink
@jamesmarsh79

Top Mentioned in G10:
@dave_krugman
@nymetrowx
@joebiden
@maachewbentley
@brandonwoelfel
@allshipsco
@ruben_fro
@nytimes
@alexisohanian
@gothamist

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@jojokejohn
@myfavoritescene
@threadreaderapp
@serioustom1
@rjber15
@phillip92321
@billm9
@britpoptarts
@rxbun

Top Tweeters in G1:
@wildwalkerwoman
@esnesy
@ubathediplomat
@kat_lynd
@mjfinesselover
@ganbare__ginkun
@sapphixy
@debeauxos1
@rebellegrrl
@wechoosewisdom

Top Tweeters in G2:
@pulpnews
@davidjones720
@tinamorphis
@lllwry
@gormogons
@knittingknots
@kegan05
@nadiasindi
@xscoutie
@janattheocean

Top Tweeters in G3:
@britpoptarts
@foro_tv
@albertarabbit
@frances_coppola
@folha
@nytimes
@chr1sle1ner
@mobygrapefan
@mijomojo1
@eileendiana

Top Tweeters in G4:
@dgendvil
@zeeshan_shah_dc
@aquarius1049
@leoluminary
@acobasi
@solon594bce
@mrpshropshire
@dihoppy
@k810mt
@thenurse75

Top Tweeters in G5:
@billm9
@grandpooba5440
@janet_yackle
@gwydion620
@88seattle61
@mikereesem
@bfm4440
@mwangp01
@dash_bandy
@xaipe3

Top Tweeters in G6:
@ggg_says
@1loriking
@libertea2012
@micjojd
@billieo2
@emersonfan1
@gregmroscoe
@alaskarebel
@thejoshuablog
@skepmi

Top Tweeters in G7:
@mrkalman
@mlqdinh
@mauricio_460
@nyaribar
@naikodemus
@rafescal
@patentbuddy
@simacoder
@eggwardj
@dreduphd

Top Tweeters in G8:
@fight4freedom72
@burcham_don
@myfoodfantasy69
@tdzwilewski
@purrmonsta
@cnbc
@spooney35
@debbiesva
@lulu82824
@smartone8927

Top Tweeters in G9:
@ektrit
@doubleeagle49
@removegopnow
@sueludad
@akalayci34
@dv99999
@jdubya65
@macrod01
@jbtalkingheads
@stacyherbert

Top Tweeters in G10:
@politico
@gothamist
@daisyifyoudo68
@josieo
@psalmone
@prepostmeltdown
@alexisohanian
@tankart150
@wilfreyy
@ronschott


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