krugman, Twitter, 10/29/2020 9:01:40 PM, 239108


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krugman_2020-10-29_07-25-29.xlsx
krugman_2020-10-29_07-25-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 29, 2020
Short Description:
krugman via NodeXL https://bit.ly/34Gim1D
@paulkrugman
@el_pais
@miafarrow
@jason41725996
@florenc39933400
@ftovar432
@nytimes
@brad_polumbo
@rawstory
@gabrielscally

Top hashtags:
#krugman
#trump
#aynrand
#savechineserestaurants
#pixelart
#ドット絵
#cyberpunk
#animation

Description:
Description
The graph represents a network of 5,723 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, 29 October 2020 at 14:31 UTC.

The requested start date was Thursday, 29 October 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 13-day, 23-hour, 49-minute period from Thursday, 15 October 2020 at 00:02 UTC to Wednesday, 28 October 2020 at 23:51 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 : 5723
Unique Edges : 3794
Edges With Duplicates : 5835
Total Edges : 9629
Number of Edge Types : 5
Replies to : 1458
Mentions : 1636
Tweet : 1261
Retweet : 2404
MentionsInRetweet : 2870
Self-Loops : 1292
Reciprocated Vertex Pair Ratio : 0.0174910663908219
Reciprocated Edge Ratio : 0.0343807763401109
Connected Components : 1334
Single-Vertex Connected Components : 707
Maximum Vertices in a Connected Component : 2709
Maximum Edges in a Connected Component : 5888
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.402151
Graph Density : 0.000165205942796725
Modularity : 0.571959
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5,723 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, 29 October 2020 at 14:31 UTC.

The requested start date was Thursday, 29 October 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 13-day, 23-hour, 49-minute period from Thursday, 15 October 2020 at 00:02 UTC to Wednesday, 28 October 2020 at 23:51 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:
[91] https://www.rawstory.com/2020/10/paul-krugman-reveals-the-biggest-danger-amy-coney-barrett-poses-to-the-future-of-civilization/
[70] https://www.nytimes.com/2020/10/22/opinion/coronavirus-masks.html?referringSource=articleShare
[65] https://www.alternet.org/2020/10/economist-paul-krugman-libertarianism-gone-bad-wont-protect-americans-from-the-terrifying-path-of-19/
[59] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/
[56] https://www.alternet.org/2020/10/paul-krugman-even-if-trump-loses-and-democrats-recapture-the-senate-the-gop-can-inflict-considerable-damage-via-the-supreme-court/
[55] https://www.costadelsolfm.org/2020/10/18/paul-krugman-como-pueden-los-republicanos-hundir-ee-uu/
[43] https://newideal.aynrand.org/ari-condemns-krugmans-new-york-times-smear-of-ayn-rand/
[33] https://www.nytimes.com/2020/10/22/opinion/coronavirus-masks.html
[31] https://www.nationalreview.com/2020/10/paul-krugmans-epic-summer/
[31] https://www.rawstory.com/2020/10/paul-krugman-explains-why-ayn-rands-libertarianism-is-absolutely/

Top URLs in Tweet in G1:
[30] https://www.alternet.org/2020/10/paul-krugman-even-if-trump-loses-and-democrats-recapture-the-senate-the-gop-can-inflict-considerable-damage-via-the-supreme-court/
[30] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/
[29] https://www.alternet.org/2020/10/economist-paul-krugman-libertarianism-gone-bad-wont-protect-americans-from-the-terrifying-path-of-19/
[27] https://www.rawstory.com/2020/10/paul-krugman-reveals-the-biggest-danger-amy-coney-barrett-poses-to-the-future-of-civilization/
[18] https://wallstreetonparade.com/2020/10/paul-krugman-connects-ayn-rand-to-the-right-wing-not-wearing-masks-heres-the-devastating-part-of-the-story-hes-missing/
[14] https://www.nytimes.com/2020/10/22/opinion/coronavirus-masks.html?smid=tw-share
[13] https://twitter.com/paulkrugman/status/1321059411696226305
[12] https://getpocket.com/explore/item/economists-on-the-run?utm_source=pocket-newtab
[12] https://newideal.aynrand.org/ari-condemns-krugmans-new-york-times-smear-of-ayn-rand/
[10] https://www.alternet.org/

Top URLs in Tweet in G2:
[27] https://www.youtube.com/watch?v=twAWRr6mRac&feature=youtu.be

[25] https://newideal.aynrand.org/ari-condemns-krugmans-new-york-times-smear-of-ayn-rand/
[21] https://www.youtube.com/watch?v=kgt8k4WOLoQ&feature=youtu.be

[19] https://www.pscp.tv/w/cmHNDDFlVlFZWHJCWXFCRUx8MXJteFBZTU5NanFLThhJj3wi6qfMsJU8Zb_sDm2h4IrKskMc1KZz3KZEhchw
[16] https://www.youtube.com/watch?v=Gn2GglylXjs&feature=youtu.be

[14] https://www.nytimes.com/2020/10/26/opinion/letters/covid-ayn-rand.html?smid=tw-share
[10] https://twitter.com/aynrandinst/status/1320060486445002753
[8] https://www.youtube.com/watch?v=CPcy2g1SGns&feature=youtu.be

[6] https://twitter.com/AynRandInst/status/1319713988469428224
[6] https://twitter.com/AynRandInst/status/1319721852193964035

Top URLs in Tweet in G3:
[2] https://elpais.com/economia/2020-05-29/no-morirse-es-importante-para-la-calidad-de-vida.html?ssm=TW_CC
[2] https://elpais.com/economia/2020-10-23/necesitamos-politicos-que-se-tomen-en-serio-la-covid.html?ssm=TW_CC
[2] https://elpais.com/economia/2020-10-16/como-pueden-los-republicanos-hundir-ee-uu.html?ssm=TW_CC
[1] https://elpais.com/economia/2020-10-23/necesitamos-politicos-que-se-tomen-en-serio-la-covid.html?utm_source=Twitter&ssm=TW_CM#Echobox=1603550613
[1] https://elpais.com/economia/2020-10-16/como-pueden-los-republicanos-hundir-ee-uu.html?utm_source=Twitter&ssm=TW_CM#Echobox=1602927532
[1] https://elpais.com/economia/2020-10-23/necesitamos-politicos-que-se-tomen-en-serio-la-covid.html?ssm=TW_CM
[1] http://www.nytimes.com/2000/06/07/opinion/reckonings-a-rent-affair.html
[1] https://www.taringa.net/+economia_negocios/las-innumerables-predicciones-fallidas-de-krugman_13i8pb/amp

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/2020/10/26/opinion/trump-coronavirus-climate-change.html?smid=tw-share
[1] https://www.nytimes.com/2020/10/22/opinion/coronavirus-masks.html?searchResultPosition=1

Top URLs in Tweet in G5:
[2] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/
[1] https://www.nytimes.com/2020/10/22/opinion/coronavirus-masks.html?referringSource=articleShare
[1] https://twitter.com/antoniogm/status/1319796105295454208
[1] https://getpocket.com/explore/item/economists-on-the-run?utm_source=pocket-newtab
[1] https://www.businessinsider.com/paul-krugman-hacked-qanon-how-to-avoid-phishing-scam-2020-1

Top URLs in Tweet in G6:
[2] https://allships.co/article/interview-ramiro-davaro-comas
[2] https://allships.co/article/new-york-city-food-carts
[1] https://twitter.com/newyorkcityvibe/status/1319315264987664386
[1] https://twitter.com/nytopinion/status/1317085160626675715
[1] https://twitter.com/kayleighmcenany/status/1316880197799579648
[1] https://twitter.com/nytimes/status/1317284232201441280
[1] https://twitter.com/JoeBiden/status/1317554725596942336
[1] https://twitter.com/publicdomainrev/status/1317891203199885312
[1] https://twitter.com/darekzabrocki/status/1318210334499491840
[1] https://twitter.com/sonyalpha/status/1318265662616170497

Top URLs in Tweet in G7:
[1] https://twitter.com/jdcmedlock/status/1176319204426780672
[1] https://twitter.com/paulkrugman/status/1270416639545225217
[1] https://pdfs.semanticscholar.org/82fe/231630d3fb710db6c2843355b137f196b58a.pdf
[1] https://www.amazon.com/Spatial-Economy-Cities-Regions-International-ebook/dp/B08BSWG2CJ/ref=sr_1_1?qid=1602779919&refinements=p_27%3AKRUGMAN+%26+VENABLES+FUJITA&s=books&sr=1-1
[1] https://www.sciencedirect.com/science/article/abs/pii/S1049007804001435
[1] https://krugman.blogs.nytimes.com/2009/06/03/the-stagflation-myth/
[1] https://www.nytimes.com/2019/02/25/opinion/running-on-mmt-wonkish.html
[1] https://scholar.google.com/citations?user=D_Rebd0AAAAJ&hl=de
[1] https://twitter.com/Jaypx90/status/1317448767889678337
[1] https://twitter.com/MmtUnion/status/1316079300353953792?s=20

Top URLs in Tweet in G8:
[6] https://www.nytimes.com/2020/07/02/opinion/trump-covid-economy.html
[5] https://www.nytimes.com/2020/10/19/opinion/joe-biden-deficit-spending.html
[2] https://www.nytimes.com/2020/10/08/opinion/donald-trump-economy.html
[2] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/
[2] https://www.nytimes.com/es/2018/10/08/espanol/opinion/paul-krugman-trump-fraude.html
[1] https://twitter.com/thehill/status/1318156453035839488
[1] https://votesaveamerica.com/candidates
[1] https://twitter.com/VGenPensioen/status/1321129403477360646
[1] https://www.youtube.com/watch?v=KG4_ovtHXRo&feature=youtu.be

[1] https://drive.google.com/drive/mobile/folders/1mk32Kh0gAYF5a7JCoctq0i5yLHEUpUy2

Top URLs in Tweet in G9:
[53] https://www.costadelsolfm.org/2020/10/18/paul-krugman-como-pueden-los-republicanos-hundir-ee-uu/
[14] https://www.costadelsolfm.org/2020/10/25/paul-krugman-necesitamos-politicos-que-se-tomen-en-serio-la-covid/
[7] https://www.rawstory.com/2020/10/paul-krugman-explains-why-ayn-rands-libertarianism-is-absolutely/?utm_source=dlvr.it&utm_medium=twitter
[6] https://getpocket.com:443/
[2] https://www.rawstory.com/2020/10/paul-krugman-reveals-the-biggest-danger-amy-coney-barrett-poses-to-the-future-of-civilization/?utm_source=dlvr.it&utm_medium=twitter
[1] https://foreignpolicy.com/2019/10/22/economists-globalization-trade-paul-krugman-china/
[1] https://www.rawstory.com/2020/10/paul-krugman-explains-why-ayn-rands-libertarianism-is-absolutely/
[1] https://thehill.com/homenews/media/477482-paul-krugman-my-computer-was-hacked-to-download-child-pornography

Top URLs in Tweet in G10:
[24] https://www.nationalreview.com/2020/10/paul-krugmans-epic-summer/
[2] https://www.nationalreview.com/2020/10/paul-krugmans-epic-summer/?taid=5f901c6c4f52280001064e2d&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[1] https://sports.yahoo.com/paul-krugman-epic-summer-103042518.html?soc_src=social-sh&soc_trk=tw
[1] https://www.nationalreview.com/2020/10/paul-krugmans-epic-summer/?utm_source=Sailthru&utm_medium=email&utm_campaign=NR%20Daily%20Monday%20through%20Friday%202020-10-21&utm_term=NRDaily-Smart
[1] https://twitter.com/Rob_Abiera/status/1319625082415742977
[1] https://www.politico.com/story/2016/11/krugman-trump-global-recession-2016-231055
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DVbf5RO6TfxA&q=EgS4SO-bGPuj6_wFIhkA8aeDS51MGduhgrmtAaBEhD1yZCU0SG4dMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DW9HYY7OTMBg%26feature%3Dyoutu.be&q=EgS4SO-bGLOk6_wFIhkA8aeDSxF7S5pJO4m14D484kga3nu1hIf7MgFy

Top Domains
Top Domains in Tweet in Entire Graph:
[357] nytimes.com
[343] twitter.com
[214] rawstory.com
[170] alternet.org
[85] youtube.com
[70] costadelsolfm.org
[59] foreignpolicy.com
[51] aynrand.org
[41] getpocket.com
[34] nationalreview.com

Top Domains in Tweet in G1:
[162] twitter.com
[118] nytimes.com
[88] alternet.org
[84] rawstory.com
[30] foreignpolicy.com
[18] wallstreetonparade.com
[14] salon.com
[13] getpocket.com
[12] cnbc.com
[12] aynrand.org

Top Domains in Tweet in G2:
[79] youtube.com
[55] twitter.com
[40] nytimes.com
[31] aynrand.org
[22] pscp.tv
[3] google.com
[3] amazon.com
[3] thehill.com
[2] soundcloud.com
[2] reddit.com

Top Domains in Tweet in G3:
[9] elpais.com
[1] nytimes.com
[1] taringa.net

Top Domains in Tweet in G4:
[2] nytimes.com

Top Domains in Tweet in G5:
[2] foreignpolicy.com
[1] nytimes.com
[1] twitter.com
[1] getpocket.com
[1] businessinsider.com

Top Domains in Tweet in G6:
[26] twitter.com
[5] allships.co
[2] streetdreams.co
[1] spotify.com
[1] jamesbeard.org
[1] nytimes.com

Top Domains in Tweet in G7:
[5] twitter.com
[2] nytimes.com
[2] google.com
[1] semanticscholar.org
[1] amazon.com
[1] sciencedirect.com

Top Domains in Tweet in G8:
[16] nytimes.com
[4] twitter.com
[2] youtube.com
[2] foreignpolicy.com
[1] votesaveamerica.com
[1] google.com
[1] breitbart.com
[1] bloomberg.com
[1] sltrib.com
[1] economicblogs.org

Top Domains in Tweet in G9:
[67] costadelsolfm.org
[10] rawstory.com
[6] getpocket.com
[1] foreignpolicy.com
[1] thehill.com

Top Domains in Tweet in G10:
[27] nationalreview.com
[2] google.com
[1] yahoo.com
[1] twitter.com
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[20] krugman
[18] trump
[16] aynrand
[14] savechineserestaurants
[14] pixelart
[14] ドット絵
[14] cyberpunk
[14] animation
[12] bidencare
[11] covid19



Top Hashtags in Tweet in G1:
[5] krugman
[5] aynrand
[4] paulkrugman
[3] amyconeybarrett
[3] foxnews
[3] padp8670
[3] globalization
[3] dwpcrimes
[2] trump
[2] barrett

Top Hashtags in Tweet in G2:
[11] trump
[9] krugman
[9] aynrand
[5] elections
[4] debate
[4] reality
[3] bitcoin
[3] covid19
[2] vote
[2] biden

Top Hashtags in Tweet in G4:
[2] covid19

Top Hashtags in Tweet in G5:
[1] trump
[1] krugman
[1] nafta
[1] tpp

Top Hashtags in Tweet in G6:
[14] pixelart
[14] ドット絵
[14] cyberpunk
[14] animation
[14] savechineserestaurants
[4] inspiration
[2] shotoniphone
[1] debates2020
[1] votebiden

Top Hashtags in Tweet in G8:
[1] usa
[1] nytimes
[1] crookedbiden
[1] maga
[1] americafirst
[1] kag
[1] math
[1] sleepyjoe
[1] democratsaredestroyingamerica
[1] quietpartloud

Top Hashtags in Tweet in G9:
[3] paulkrugman
[1] getpocket
[1] krugman

Top Words
Top Words in Tweet in Entire Graph:
[3922] krugman
[2331] paul
[587] ayn
[549] rand
[540] trump
[537] paulkrugman
[463] people
[404] el_pais
[385] grandes
[378] pandemia

Top Words in Tweet in G1:
[728] krugman
[504] paul
[127] ayn
[103] rand
[102] danger
[101] barrett
[100] future
[98] biggest
[97] reveals
[97] amy

Top Words in Tweet in G2:
[532] krugman
[434] paulkrugman
[251] rand
[237] ayn
[183] paul
[139] nytimes
[114] smear
[103] aynrandinst
[101] back
[98] exactly

Top Words in Tweet in G3:
[403] el_pais
[368] negarse
[368] llevar
[368] mascarilla
[368] pandemia
[368] socializar
[368] grupos
[368] grandes
[368] lugares
[368] cerrados

Top Words in Tweet in G4:
[188] krugman
[186] gabrielscally
[186] paul
[186] nobel
[186] prize
[186] winning
[186] economist
[177] liberty
[177] doesn
[177] mean

Top Words in Tweet in G5:
[172] krugman
[151] philipaklein
[140] guess
[140] bored
[140] trump
[139] blaming
[139] covid
[139] deaths
[139] shifted
[139] placing

Top Words in Tweet in G6:
[99] dave_krugman
[23] allshipsco
[18] photo
[14] favorite
[14] #pixelart
[14] #ドット絵
[14] #cyberpunk
[14] #animation
[14] commissioned
[14] proud

Top Words in Tweet in G7:
[74] krugman
[18] paul
[16] t0nyyates
[14] one
[9] mmt
[8] jdcmedlock
[8] well
[8] noahpinion
[8] theory
[8] krugman's

Top Words in Tweet in G8:
[86] krugman
[49] realdonaldtrump
[41] paul
[25] paulkrugman
[25] govkristinoem
[17] joebiden
[14] economy
[13] trump
[11] people
[11] more

Top Words in Tweet in G9:
[113] krugman
[105] paul
[54] cómo
[53] pueden
[53] republicanos
[53] hundir
[53] ee
[53] uu
[28] necesitamos
[28] políticos

Top Words in Tweet in G10:
[103] krugman
[82] paul
[44] wrong
[44] brad_polumbo
[41] unique
[41] ability
[41] consistently
[41] everything
[41] still
[41] taken

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2239] paul,krugman
[518] ayn,rand
[373] grupos,grandes
[372] negarse,llevar
[372] llevar,mascarilla
[372] mascarilla,pandemia
[372] socializar,grupos
[372] cerrados,escoger
[370] pandemia,socializar
[370] grandes,lugares

Top Word Pairs in Tweet in G1:
[485] paul,krugman
[98] biggest,danger
[97] krugman,reveals
[97] reveals,biggest
[97] amy,coney
[97] coney,barrett
[95] danger,amy
[95] ayn,rand
[94] barrett,poses
[70] future,civilization

Top Word Pairs in Tweet in G2:
[235] ayn,rand
[152] paul,krugman
[95] back,2009
[95] 2009,tearing
[95] tearing,hair
[95] hair,warning
[95] warning,exactly
[95] exactly,scenario
[95] scenario,fact
[95] fact,played

Top Word Pairs in Tweet in G3:
[368] negarse,llevar
[368] llevar,mascarilla
[368] mascarilla,pandemia
[368] pandemia,socializar
[368] socializar,grupos
[368] grupos,grandes
[368] grandes,lugares
[368] lugares,cerrados
[368] cerrados,escoger
[366] el_pais,negarse

Top Word Pairs in Tweet in G4:
[186] paul,krugman
[186] nobel,prize
[186] prize,winning
[186] winning,economist
[177] liberty,doesn
[177] doesn,mean
[177] mean,freedom
[177] freedom,infect
[177] infect,people
[177] people,nobel

Top Word Pairs in Tweet in G5:
[140] krugman,bored
[139] guess,krugman
[139] bored,blaming
[139] blaming,trump
[139] trump,covid
[139] covid,deaths
[139] deaths,shifted
[139] shifted,placing
[138] philipaklein,guess
[138] placing,th

Top Word Pairs in Tweet in G6:
[15] dave_krugman,allshipsco
[14] #pixelart,#ドット絵
[14] #ドット絵,#cyberpunk
[14] #cyberpunk,#animation
[14] #animation,commissioned
[14] commissioned,dave_krugman
[13] kryssalian,#pixelart
[13] proud,teaming
[13] teaming,beardfoundation
[13] beardfoundation,#savechineserestaurants

Top Word Pairs in Tweet in G7:
[15] paul,krugman
[6] timtkehoe,constant_hevia
[5] krugman,won
[5] quikfco,timtkehoe
[4] point,think
[4] krugman,gt
[4] gt,noah
[4] noah,smith
[4] smith,clear
[4] clear,judge

Top Word Pairs in Tweet in G8:
[41] paul,krugman
[20] govkristinoem,paulkrugman
[20] paulkrugman,realdonaldtrump
[10] realdonaldtrump,krugman
[7] realdonaldtrump,trump
[6] trump,virus
[6] virus,spreading
[6] spreading,economy
[6] economy,stalling
[6] stalling,president

Top Word Pairs in Tweet in G9:
[105] paul,krugman
[53] krugman,cómo
[53] cómo,pueden
[53] pueden,republicanos
[53] republicanos,hundir
[53] hundir,ee
[53] ee,uu
[28] krugman,necesitamos
[28] necesitamos,políticos
[28] políticos,tomen

Top Word Pairs in Tweet in G10:
[80] paul,krugman
[41] krugman,unique
[41] unique,ability
[41] ability,consistently
[41] consistently,wrong
[41] wrong,everything
[41] everything,still
[41] still,taken
[41] taken,seriously
[40] brad_polumbo,paul

Top Replied-To
Top Replied-To in Entire Graph:
@paulkrugman
@dave_krugman
@govkristinoem
@nytimes
@redsteeze
@aynrandinst
@realdonaldtrump
@peterrquinones
@sethmacfarlane
@philipaklein

Top Replied-To in G2:
@paulkrugman
@nytimes
@aynrandinst
@nytopinion
@elanjourno
@washingtonpost
@rubinreport
@positivelynot
@gc_cuny
@tanstaafl6823

Top Replied-To in G3:
@el_pais
@vmspinelli

Top Replied-To in G4:
@johnhyn64078259
@gabrielscally

Top Replied-To in G5:
@redsteeze
@philipaklein
@timmansplainsit
@damian5145
@olebrr
@ahernandez85b

Top Replied-To in G6:
@dave_krugman
@cryptofitch
@daneisaac_
@linusnhiscamera
@visualsbypierre
@gregnoire
@ianmcque
@jnsilva_
@smilinglllama
@elibeaverson

Top Replied-To in G7:
@dealacut
@t0nyyates
@mattzeitlin
@littlekeegs0
@besttrousers
@modeledbehavior
@latenitenoah
@samhlevey
@wwwojtekk
@gato_cheshire

Top Replied-To in G8:
@govkristinoem
@realdonaldtrump
@paulkrugman
@chrislhayes
@joenbc
@petebuttigieg
@patriotsofmars
@mwiebe1
@howiehawkins
@foxnews

Top Replied-To in G9:
@joebiden
@whitehouse
@barackobama
@paulkrugman
@billclinton
@michelleobama
@hillaryclinton
@heynottheface
@uzcateguijose8
@gusrojasmatute

Top Replied-To in G10:
@caseybmulligan
@jasonfurman
@brad_polumbo
@nro
@jamestaranto
@davidharsanyi
@nanhayworth
@kaziathornhill

Top Mentioned
Top Mentioned in Entire Graph:
@paulkrugman
@el_pais
@gabrielscally
@philipaklein
@nytimes
@cnbc
@aynrandinst
@tentoads4truth
@miafarrow
@jilevin

Top Mentioned in G1:
@faaaal
@kabloemski
@periodicoam
@rld_real_cpr
@hephaestus7
@pitch4kdemocrat

Top Mentioned in G2:
@paulkrugman
@nytimes
@aynrandinst
@yaronbrook
@youtube
@benjaminbayer
@legendre007
@washingtonpost
@donswriting
@timothysandefur

Top Mentioned in G3:
@el_pais
@paulkrugman
@padreoms
@flavia_vv
@florapondia
@javierdoz1

Top Mentioned in G4:
@gabrielscally

Top Mentioned in G5:
@philipaklein
@benshapiro
@redsteeze
@iharv726
@bobmurphyecon
@gravelinstitute
@shars_aza
@lostmonk71

Top Mentioned in G6:
@dave_krugman
@allshipsco
@beardfoundation
@kryssalian
@stirfrygrace
@miettehope
@joebiden
@daneisaac_
@kodak
@newyorkcityvibe

Top Mentioned in G7:
@t0nyyates
@jdcmedlock
@noahpinion
@paulkrugman
@timtkehoe
@constant_hevia
@quikfco
@latenitenoah
@modeledbehavior
@tylercowen

Top Mentioned in G8:
@realdonaldtrump
@paulkrugman
@joebiden
@govkristinoem
@chrislhayes
@foxnews
@potus
@stoweboyd
@sour_kareem
@nobelprize

Top Mentioned in G9:
@citizenwonk
@uzcateguijose8
@gop
@gopchairwoman
@master_deli
@wildbillwellman
@joceh
@johncusack
@cornelwest
@sensanders

Top Mentioned in G10:
@brad_polumbo
@caseybmulligan
@paulkrugman
@nro
@nanhayworth
@davidharsanyi
@la_libertarian1
@kerpen
@xsalaimartin
@tnabielec

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@myfavoritescene
@odio_nao
@federicoalves
@llemj
@pparzival
@jondknight
@iwd12
@globalissuesweb
@joepranaitis

Top Tweeters in G1:
@pulpnews
@coopmike48
@dgendvil
@support_dem
@gstuedler
@guzmanadrian
@drpatfarrell
@msjbe20a
@xscoutie
@waterflowerm

Top Tweeters in G2:
@pparzival
@_silversmith
@sheiladecker19
@tadrow
@lorettabower3
@paulsorrentino3
@nytimes
@arthur_affect
@takinyera
@washingtonpost

Top Tweeters in G3:
@odio_nao
@llemj
@mariposatuitera
@el_pais
@ibmlahamad
@ridermarina
@mundomexico_
@meme_montero
@jdavidgd
@magelameinjua

Top Tweeters in G4:
@viralvideovlogs
@golwgymor
@daphne_miles
@orwell4ever
@yrotitna
@ukdemockery
@ellih53
@carbonsaveruk
@lurigdramacdall
@snigskitchen

Top Tweeters in G5:
@purpledalmation
@jtlol
@coronaupdatebot
@frattigiovanni
@bassaces1
@mukulagarwal66
@sharonzobeck
@mlas
@cjcboi
@tweetingsourav

Top Tweeters in G6:
@kli_nev
@summer_ash
@spacexmckitty
@toneonly730
@alexisohanian
@tc_stettler
@deweysaunders
@diabliiz28
@marcmaron
@pandaroth_

Top Tweeters in G7:
@frances_coppola
@lollardfish
@noahpinion
@mrjoncryer
@katiecannon2
@dsquareddigest
@delong
@it_not_real
@tacj
@t0nyyates

Top Tweeters in G8:
@dcexaminer
@foxnews
@livemint
@freestateyank
@charlamaigne
@patriotsofmars
@chrislhayes
@breitbartnews
@sputnikint
@heytammybruce

Top Tweeters in G9:
@federicoalves
@citizenwonk
@spiroagnewghost
@maribeacaribens
@nccaniac42
@newshour
@kathleenafranck
@gusrojasmatute
@ftovar432
@garciabanchs

Top Tweeters in G10:
@josemar72168618
@darroyo04
@nofixedabode
@willcollier
@thethegrinch7
@jimrosenz
@sysco5
@sjgiardini
@kerpen
@nro


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