AAPOR, Twitter, 1/14/2023 11:32:14 PM, 288011


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AAPOR_2023-01-14_15-21-37.xlsx
AAPOR_2023-01-14_15-21-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 14, 2023
Short Description:
AAPOR via NodeXL https://bit.ly/3ZPdEcD
@aapor
@rnishimura
@andrei__roman
@uol
@statstas
@cernat_a
@rfka
@baruqrodrigues
@pedrohgzappe
@susquehannapr

Top hashtags:
#aapor
#surveyresearch
#norcataapor
#survey
#mrx
#openaccess
#gssataapor
#rstats
#research
#data

Description:
Description
The graph represents a network of 2,792 Twitter users whose recent tweets contained "AAPOR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 23:26 UTC.

The tweets in the network were tweeted over the 1334-day, 3-hour, 28-minute period from Monday, 20 May 2019 at 12:00 UTC to Friday, 13 January 2023 at 15:29 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2792
Unique Edges : 3143
Edges With Duplicates : 11084
Total Edges : 14227
Number of Edge Types : 9
MentionsInReplyTo : 2942
Mentions : 2106
Replies to : 1505
Retweet : 2283
MentionsInRetweet : 4167
Tweet : 803
Quote : 242
MentionsInQuote : 153
MentionsInQuoteReply : 26
Self-Loops : 1627
Reciprocated Vertex Pair Ratio : 0.0949269792467333
Reciprocated Edge Ratio : 0.173394173394173
Connected Components : 250
Single-Vertex Connected Components : 84
Maximum Vertices in a Connected Component : 1913
Maximum Edges in a Connected Component : 12425
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.624821
Graph Density : 0.000731218540150032
Modularity : 0.314479
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,792 Twitter users whose recent tweets contained "AAPOR", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 23:26 UTC.

The tweets in the network were tweeted over the 1334-day, 3-hour, 28-minute period from Monday, 20 May 2019 at 12:00 UTC to Friday, 13 January 2023 at 15:29 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : AAPOR
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:
[43] https://www.alexcernat.com/summer-schools-in-applied-statistics-and-survey-methodology-2022/
[38] https://www-archive.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx
[33] https://www-archive.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[32] https://www.alexcernat.com/estimating-change-in-time-comparing-the-multilevel-model-for-change-with-the-latent-growth-model/
[22] https://www-archive.aapor.org/Education-Resources/Election-Polling-Resources/Sampling-Methods-for-Political-Polling.aspx
[22] https://www.surveypractice.org/article/13142-you-re-not-my-friend-communication-style-sponsor-salience-and-gender-in-recruitment-messaging
[21] https://www-archive.aapor.org/Education-Resources/Election-Polling-Resources/Herding.aspx
[21] https://www.alexcernat.com/social-statistics-research-event-university-of-manchester/
[18] https://twitter.com/AltAwareness/status/1541845311487987716
[14] https://rss.org.uk/training-events/events/events-2022/sections/challenges-and-solutions-to-collecting-biological/#eventoverview

Top URLs in Tweet in G1:
[22] https://www.surveypractice.org/article/13142-you-re-not-my-friend-communication-style-sponsor-salience-and-gender-in-recruitment-messaging
[18] https://twitter.com/AltAwareness/status/1541845311487987716
[13] https://ssrs.com/aapor-annual-conference-2022/
[13] https://www.surveypractice.org/article/12495-cost-effectiveness-of-pre-and-post-paid-incentives-for-mail-survey-response
[11] https://www.aapor.org/Conference-Events/Annual-Meeting/Registration-(1).aspx
[10] https://dc-aapor.org/events/upcoming-events/
[9] https://www.aapor.org/Conference-Events/Annual-Meeting/Short-Courses-2022.aspx
[9] https://academic.oup.com/poq/advance-article/doi/10.1093/poq/nfac042/6865125
[8] https://twitter.com/StatStas/status/1525166425085825025/photo/1
[8] https://healthpolicy.ucla.edu/newsroom/press-releases/pages/details.aspx?NewsID=399

Top URLs in Tweet in G2:
[1] https://twitter.com/ernesto_hen/status/1516118180502118405/photo/1
[1] https://twitter.com/DomoObli/status/1516369396792393728/photo/1

Top URLs in Tweet in G3:
[9] https://www-archive.aapor.org/Communications/Press-Releases/Archived-Press-Releases/AAPOR-Finds-Frank-Luntz-in-Violation-of-Ethics-Cod.aspx
[2] https://twitter.com/xkcd/status/1524497524391825409
[2] https://www-archive.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx
[2] https://www.cognitoforms.com/AmericanAssociationForPublicOpinionResearch/_2023seymoursudmanstudentpapercompetitionapplication
[2] https://twitter.com/elonmusk/status/1525291586669531137
[2] https://twitter.com/rp_griffin/status/1524837756752515098/photo/1
[2] https://twitter.com/rp_griffin/status/1517189841850703872
[2] https://twitter.com/jon_m_rob/status/1488517528825569281
[2] https://twitter.com/jon_m_rob/status/1526666135541796864/photo/1
[2] https://twitter.com/jon_m_rob/status/1512050914827321348/photo/1

Top URLs in Tweet in G4:
[42] https://www.alexcernat.com/summer-schools-in-applied-statistics-and-survey-methodology-2022/
[32] https://www.alexcernat.com/estimating-change-in-time-comparing-the-multilevel-model-for-change-with-the-latent-growth-model/
[21] https://www.alexcernat.com/social-statistics-research-event-university-of-manchester/
[14] https://rss.org.uk/training-events/events/events-2022/sections/challenges-and-solutions-to-collecting-biological/#eventoverview
[13] https://www.alexcernat.com/developing-adaptive-desgins-for-longitudinal-studies/
[13] https://www.alexcernat.com/understanding-causal-direction-using-the-cross-lagged-model/
[11] https://rss.org.uk/training-events/events/events-2023/sections/new-evidence-in-understanding-panel-conditioning-i/#eventoverview
[10] https://journals.sagepub.com/doi/10.1177/00491241221140139
[9] https://www.alexcernat.com/data-methods-conference-calendar/
[8] http://www.alexcernat.com/data-methods-c

Top URLs in Tweet in G5:
[7] https://politicaliq.com/2022/10/26/election-deniers/
[5] https://politicaliq.com/2022/08/19/fbi-raid/
[4] https://www-archive.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx
[4] https://politicaliq.com/2022/09/20/political-pivoting/
[3] https://twitter.com/Peoples_Pundit/status/1532183833143123968/photo/1
[1] https://www.breitbart.com/politics/2021/07/19/nolte-2020-polls-worst-in-40-years-and-the-pollsters-are-blaming-donald-trump/
[1] https://twitter.com/Rasmussen_Poll/status/1554188916777000962/photo/1
[1] https://twitter.com/CharlesDainoff/status/1554185333440331777
[1] https://docs.google.com/spreadsheets/d/1FnBkmy5GuZE3O1R4hLM1puyq3GAKCaMPCa-AUbUgGGo/edit?usp=sharing
[1] https://twitter.com/SusquehannaPR/status/1524576419627552770

Top URLs in Tweet in G6:
[14] https://www-archive.aapor.org/Education-Resources/Election-Polling-Resources/Herding.aspx
[1] https://twitter.com/andrei__roman/status/1577708840325349376/photo/1
[1] https://twitter.com/albertocalmeida/status/1581825185740562432

Top URLs in Tweet in G7:
[21] https://www-archive.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[16] https://www-archive.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx
[6] https://aapor.org/AAPOR_Main/media/AnnualMeetingProceedings/2015/H3-3-Vannette.pdf
[4] https://aapor.org/transparency_initiative.htm
[2] https://twitter.com/rnishimura/status/1541809783811936256/photo/1
[2] https://twitter.com/rnishimura/status/1524981839194165262/photo/1
[2] https://aapor.org/
[1] https://twitter.com/rnishimura/status/1576965531579523073/photo/1
[1] https://twitter.com/rnishimura/status/1578859622622187520/photo/1
[1] https://twitter.com/AAPOR/status/1524754786435977216

Top URLs in Tweet in G8:
[4] https://twitter.com/NoTeamsIndy/status/1562776449853329408/photo/1
[4] https://www-archive.aapor.org/Education-Resources/Reports/An-Evaluation-of-2016-Election-Polls-in-the-U-S.aspx
[4] https://twitter.com/NoTeamsIndy/status/1358823831939522563/photo/1
[3] https://www-archive.aapor.org/Education-Resources/Reports/2020-Pre-Election-Polling-An-Evaluation-of-the-202.aspx
[2] https://twitter.com/DVTN/status/1525118914987974657/photo/1
[2] https://reportwire.org/the-insights-association-and-aapor-file-fcc-petition-seeking-legal-differentiation-for-marketing-and-research/
[2] https://www.npcweb.com/surveys
[2] https://www.cnn.com/2018/11/19/politics/2018-midterm-elections-good-year-polls
[2] https://twitter.com/NoTeamsIndy/status/1358823831939522563
[2] https://rsginc.com/event/77th-aapor-annual-conference/

Top URLs in Tweet in G9:
[2] https://twitter.com/mhugolopez/status/1524475643144163328/photo/1
[2] https://twitter.com/MargaretRoller/status/1524009055278227456/photo/1
[2] https://twitter.com/YfkeO/status/1524360554659332096/photo/1
[2] https://www-archive.aapor.org/Standards-Ethics/AAPOR-Code-of-Ethics/Survey-Disclosure-Checklist.aspx
[1] https://twitter.com/mhugolopez/status/1524831741521051648/photo/1
[1] https://twitter.com/mhugolopez/status/1524474823610667014/photo/1
[1] https://twitter.com/mhugolopez/status/1524472008607682561/photo/1
[1] https://twitter.com/mhugolopez/status/1524470488487149569/photo/1
[1] https://www.pewresearch.org/hispanic/datasets/
[1] https://twitter.com/mhugolopez/status/1524833498057650176/photo/1

Top URLs in Tweet in G10:
[3] https://twitter.com/ShaikhSina/status/1526352094453809154/photo/1
[2] https://www.whysocialscience.com/blog/2022/12/7/because-its-the-most-reliable-way-to-understand-the-publics-point-of-view
[1] https://www.cambridge.org/core/elements/abs/adaptive-inventories/56F7F734D6A22261D7BD2887CA9E8F97
[1] https://www.cambridge.org/core/publications/elements/quantitative-and-computational-methods-for-the-social-sciences
[1] https://politicalsciencenow.com/meet-dfp-spring-fellow-laura-uribe-university-of-california-san-diego/
[1] https://twitter.com/matt_g_410/status/1539790084807004161/photo/1
[1] https://twitter.com/matt_g_410/status/1524102905527259137/photo/1
[1] https://twitter.com/matt_g_410/status/1524129391269273600/photo/1
[1] https://twitter.com/matt_g_410/status/1524152357789085699/photo/1
[1] https://twitter.com/MrArenge/status/1519074769022373888/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1540] twitter.com
[365] aapor.org
[160] alexcernat.com
[66] secure-platform.com
[45] surveypractice.org
[42] oup.com
[32] org.uk
[30] wordlegame.org
[24] youtube.com
[20] eventbrite.com

Top Domains in Tweet in G1:
[1093] twitter.com
[129] aapor.org
[65] secure-platform.com
[44] surveypractice.org
[30] oup.com
[28] wordlegame.org
[20] eventbrite.com
[17] ssrs.com
[15] dc-aapor.org
[14] cognitoforms.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[87] twitter.com
[21] aapor.org
[2] fivethirtyeight.com
[2] substack.com
[2] cognitoforms.com
[2] youtube.com
[2] dropbox.com
[2] washingtonpost.com
[2] trib.al
[1] cnn.com

Top Domains in Tweet in G4:
[156] alexcernat.com
[30] org.uk
[20] twitter.com
[17] sagepub.com
[6] ac.uk
[6] oup.com
[3] europeansurveyresearch.org
[2] wapor.org
[2] europeansocialsurvey.org
[2] google.com

Top Domains in Tweet in G5:
[16] politicaliq.com
[15] twitter.com
[8] aapor.org
[2] realclearpolitics.com
[1] breitbart.com
[1] google.com
[1] surveymonkey.com
[1] youtube.com
[1] reportablenews.com
[1] thelistenergroup.com

Top Domains in Tweet in G6:
[14] aapor.org
[2] twitter.com

Top Domains in Tweet in G7:
[58] aapor.org
[32] twitter.com
[3] globo.com
[2] youtube.com
[2] umich.edu
[2] pewresearch.org
[2] umd.edu
[1] politico.com
[1] oup.com
[1] com.br

Top Domains in Tweet in G8:
[44] twitter.com
[20] aapor.org
[4] dc-aapor.org
[2] reportwire.org
[2] npcweb.com
[2] cnn.com
[2] rsginc.com
[2] wordlegame.org
[1] springer.com
[1] thesis-dissertationwritingservices.com

Top Domains in Tweet in G9:
[27] twitter.com
[6] aapor.org
[3] linkedin.com
[2] springer.com
[2] youtube.com
[1] pewresearch.org
[1] aasro.org
[1] youtu.be
[1] facebook.com
[1] instagram.com

Top Domains in Tweet in G10:
[12] twitter.com
[2] cambridge.org
[2] whysocialscience.com
[2] dailysignal.com
[1] politicalsciencenow.com
[1] aapor.org
[1] cornell.edu
[1] aea365.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1926] aapor
[46] surveyresearch
[44] norcataapor
[38] survey
[36] mrx
[35] openaccess
[26] gssataapor
[26] rstats
[23] research
[22] data



Top Hashtags in Tweet in G1:
[1646] aapor
[44] norcataapor
[41] surveyresearch
[35] openaccess
[28] mrx
[26] gssataapor
[24] survey
[17] research
[15] data
[14] publicopinion

Top Hashtags in Tweet in G3:
[87] aapor
[5] academictwitter
[5] prripublicfellows
[2] aapor23
[1] polls
[1] midterms
[1] sociology
[1] thrashmetal
[1] marketingdirector
[1] senddietcoke

Top Hashtags in Tweet in G4:
[25] rstats
[24] aapor
[9] survey
[7] machinelearning
[5] jobalert
[4] wapor2022
[3] poll
[3] data
[3] esra23
[3] call

Top Hashtags in Tweet in G5:
[14] midterms2022
[13] s
[11] news
[11] politics
[10] elections
[7] electiondeniers
[7] governor
[5] fbi
[5] maralagoraid
[4] republicans

Top Hashtags in Tweet in G7:
[48] aapor
[12] eleições2022
[12] estatística
[12] pesquisa
[2] survey
[1] eleicoes2022
[1] rstats
[1] statistics
[1] icpsrat60
[1] icpsrconference

Top Hashtags in Tweet in G8:
[17] aapor
[2] aapor2022
[2] research
[2] surveyresearch
[2] equity
[2] dataanalytics
[1] headwayinresearch
[1] headwaywfs
[1] aapor22
[1] conference

Top Hashtags in Tweet in G9:
[29] aapor
[4] qualitative
[3] chicago
[2] webinar
[2] qualitativeresearch
[2] mrx
[2] multiculturalresearch
[1] qualpor
[1] surveymethods
[1] healthresearch

Top Hashtags in Tweet in G10:
[8] aapor
[4] whysocialscience
[3] survey
[2] census2020
[2] congress
[2] census
[1] surveyresearch
[1] surveymethods
[1] dataviz
[1] undercount

Top Words
Top Words in Tweet in Entire Graph:
[2040] aapor
[1923] #aapor
[644] conference
[551] research
[498] survey
[473] pueden
[439] data
[373] more
[323] public
[298] ssrs_research

Top Words in Tweet in G1:
[1643] #aapor
[942] aapor
[502] conference
[331] research
[316] survey
[298] ssrs_research
[265] more
[230] data
[219] annual
[194] presenting

Top Words in Tweet in G2:
[472] pueden
[239] encuestas
[238] renatogaring
[237] freddy_stock
[236] realidad
[236] metodología
[236] seria
[236] mentir
[236] crear
[236] ética

Top Words in Tweet in G3:
[218] aapor
[87] #aapor
[61] polling
[42] 2020
[41] johnmsides
[41] paper
[39] conference
[38] big
[37] error
[37] rp_griffin

Top Words in Tweet in G4:
[209] cernat_a
[107] aapor
[105] ncrmuk
[94] usociety
[85] esrasurvey
[85] socialstatsman
[83] data
[78] probability
[77] model
[76] wapor

Top Words in Tweet in G5:
[115] aapor
[59] peoples_pundit
[53] polls
[32] line
[30] susquehannapr
[30] rasmussen_poll
[27] pollsters
[24] internal
[23] industry
[23] basic

Top Words in Tweet in G6:
[125] muito
[124] segue
[124] trabalhamos
[124] invisibilizar
[124] trabalho
[124] atlasintel
[124] descredibilizar
[124] tentativas
[124] uol
[123] andrei__roman

Top Words in Tweet in G7:
[149] aapor
[120] não
[99] pesquisas
[93] rnishimura
[80] em
[69] uma
[65] um_src
[61] umisr
[54] os
[54] eleitorais

Top Words in Tweet in G8:
[64] aapor
[18] polls
[17] #aapor
[13] research
[8] public
[8] conference
[8] accurate
[7] association
[7] 2020
[7] opinion

Top Words in Tweet in G9:
[50] pewresearch
[47] research
[37] data
[37] looking
[36] surveys
[33] aapor
[32] two
[32] latinos
[31] available
[31] online

Top Words in Tweet in G10:
[23] aapor
[11] apsatweets
[9] public
[8] research
[8] #aapor
[7] chicago
[7] pennpores
[7] survey
[5] travel
[5] please

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[237] freddy_stock,renatogaring
[236] ética,pueden
[236] mentir,metodología
[236] metodología,seria
[236] encuestas,pueden
[236] pueden,crear
[236] renatogaring,encuestas
[236] crear,realidad
[236] seria,ética
[236] pueden,mentir

Top Word Pairs in Tweet in G1:
[194] annual,conference
[128] public,opinion
[107] learn,more
[87] aapor,conference
[85] #aapor,annual
[79] #aapor,conference
[78] aapor,annual
[72] opinion,research
[54] next,week
[47] team,presenting

Top Word Pairs in Tweet in G2:
[237] freddy_stock,renatogaring
[236] pueden,mentir
[236] encuestas,pueden
[236] metodología,seria
[236] crear,realidad
[236] pueden,crear
[236] mentir,metodología
[236] renatogaring,encuestas
[236] ética,pueden
[236] seria,ética

Top Word Pairs in Tweet in G3:
[30] error,2020
[30] polling,error
[28] major,explanations
[28] icymi,johnmsides
[28] 2020,big
[28] #aapor,icymi
[28] big,takeaway
[28] explanations,polling
[28] examined,major
[28] johnmsides,examined

Top Word Pairs in Tweet in G4:
[54] aapor,esrasurvey
[53] cernat_a,learn
[52] esrasurvey,amstatnews
[43] ncrmuk,methodsmcr
[42] learn,collect
[42] schools,essexsumschool
[42] ncrmuk,usociety
[42] exciting,summer
[42] analyze,data
[42] data,exciting

Top Word Pairs in Tweet in G5:
[22] polls,subjected
[22] disclosure,aapor
[22] standards,disclosure
[22] basic,standards
[22] aapor,earth
[22] internal,polls
[22] subjected,basic
[21] peoples_pundit,internal
[20] go,professional
[20] industry,association

Top Word Pairs in Tweet in G6:
[124] trabalho,atlasintel
[124] trabalhamos,muito
[124] descredibilizar,invisibilizar
[124] invisibilizar,trabalho
[124] uol,segue
[124] atlasintel,uol
[124] tentativas,descredibilizar
[124] segue,trabalhamos
[123] andrei__roman,tentativas
[9] segundo,turno

Top Word Pairs in Tweet in G7:
[60] aapor,umisr
[49] umisr,um_src
[36] pesquisas,eleitorais
[26] agpatriota1,aapor
[24] não,resposta
[17] public,opinion
[16] avaliação,pesquisas
[15] pré,eleitorais
[15] pesquisas,pré
[14] survey,research

Top Word Pairs in Tweet in G8:
[7] public,opinion
[6] opinion,research
[5] american,association
[5] aapor,favor
[5] association,public
[4] statistical,society
[4] washington,statistical
[4] polls,accurate
[4] dc,aapor
[4] aapor,dios

Top Word Pairs in Tweet in G9:
[31] data,latinos
[31] pewresearch,hispanic
[31] decades,pewresearch
[31] hispanic,surveys
[31] surveys,available
[31] latinos,research
[31] research,two
[31] two,decades
[31] available,online
[31] looking,data

Top Word Pairs in Tweet in G10:
[5] public,opinion
[5] please,share
[5] apsatweets,epovb
[5] opportunity,graduate
[5] poli_com,friends
[5] aapor,apsatweets
[5] epovb,poli_com
[5] friends,please
[5] travel,grant
[5] share,travel

Top Replied-To
Top Replied-To in Entire Graph:
@aapor
@rnishimura
@kwcollins
@statstas
@nataliemj10
@ssrs_research
@aedwardslevy
@balexanderstats
@wzcmarsh

Top Replied-To in G1:
@aapor
@statstas
@ssrs_research
@msalganik
@balexanderstats
@nataliemj10
@rnishimura
@kwcollins
@cidade_melissa
@bradytwest

Top Replied-To in G2:
@freddy_stock
@renatogaring

Top Replied-To in G3:
@kwcollins
@tim_gravelle
@aedwardslevy
@nataliemj10
@aapor
@samaraklar
@natesilver538
@rp_griffin
@skoczela
@dancassino

Top Replied-To in G4:
@cernat_a
@rnishimura
@peterlugtig
@esrasurvey
@ess_survey
@adamstefkovics
@roryfitzess

Top Replied-To in G5:
@rasmussen_poll
@peoples_pundit
@susquehannapr
@charlesdainoff
@politics_polls
@mtmoelle
@newsworldright1
@not_blaine
@jmilescoleman
@viceheiresshar1

Top Replied-To in G6:
@albertocalmeida
@macunaimabr
@g__i___l
@eugeniolacerda7

Top Replied-To in G7:
@rnishimura
@inacioadelmo
@statstas
@lmaia
@dbelemlopes
@cenevivaricardo

Top Replied-To in G8:

Top Replied-To in G9:
@iranahpris
@aapor
@anagonzalezb_mx
@margaretroller
@consocsci
@uwsurveycenter
@darbymsteiger

Top Replied-To in G10:
@aapor
@balexanderstats
@randylobasso
@jacob_montg
@arthur_spirling
@mrarenge
@lwahedi
@washeval
@lauretig

Top Mentioned
Top Mentioned in Entire Graph:
@aapor
@ssrs_research
@renatogaring
@freddy_stock
@cernat_a
@uol
@andrei__roman
@ncrmuk
@bradytwest
@pewresearch

Top Mentioned in G1:
@aapor
@ssrs_research
@bradytwest
@norcnews
@statstas
@cameronbrook
@gss_norc
@darbymsteiger
@dcaapor
@apnorc

Top Mentioned in G2:
@renatogaring
@freddy_stock

Top Mentioned in G3:
@aapor
@johnmsides
@rp_griffin
@samaraklar
@kwcollins
@aedwardslevy
@jon_m_rob
@nate_cohn
@nataliemj10
@cnn

Top Mentioned in G4:
@cernat_a
@ncrmuk
@aapor
@usociety
@socialstatsman
@esrasurvey
@uomsoss
@wapor
@amstatnews
@socialstats_rss

Top Mentioned in G5:
@aapor
@peoples_pundit
@susquehannapr
@rasmussen_poll
@columbia_polsci
@jessicataylor
@cookpolitical
@realclearnews
@politics_polls
@foxnews

Top Mentioned in G6:
@uol
@andrei__roman
@albertocalmeida
@ruleoflawbrasil
@mircosbazula
@rnishimura

Top Mentioned in G7:
@aapor
@um_src
@umisr
@rnishimura
@felipnunes
@supermarcio_1
@flferronato
@ducavendish
@belliziam

Top Mentioned in G8:
@npcinc_
@midwestmapor

Top Mentioned in G9:
@pewresearch
@mhugolopez
@aapor
@pewmethods
@uf_ifas
@esrasurvey
@pewidentity
@neil_ruiz
@aasroorg
@darbymsteiger

Top Mentioned in G10:
@aapor
@apsatweets
@pennpores
@shaikhsina
@epovb
@poli_com
@cossadc
@cumidtermsurvey
@erinrossiter
@polmethsociety

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@odio_nao
@serendipitysays
@cloudwanderer3
@patriotmarie70
@ndtv
@reuters
@argojournal
@mtrushmore2016
@jimmyroybloom

Top Tweeters in G1:
@smilan317
@washingtonpost
@digitaldecoded1
@pyscalellc
@ap
@lacunalingua_3
@mtv
@robertcaruso
@evidencerobot
@botforequality

Top Tweeters in G2:
@janecarvajal
@lilypeder
@repfederalchile
@manuelaravenan2
@lelelx
@valegonsep
@nancy_gatica
@sebinoo
@sebastian_gray
@chocafive

Top Tweeters in G3:
@serendipitysays
@rebels2008
@momsthoughts
@cnn
@jjohnsonlaw
@joke2power
@polit_europines
@drewsav
@carolrenza
@stinsontimothy

Top Tweeters in G4:
@rstatstweet
@robfordmancs
@_oliviabot
@worldbank
@nenadcicko
@cede_mex
@noehernandezcor
@rafasolanoperez
@giselarubach
@alexstevenskent

Top Tweeters in G5:
@patriotmarie70
@mtrushmore2016
@doodlestrks
@bikerbd
@foxnews
@carobailey864
@ludicroushilar1
@daniellenorgedm
@realcanuck7
@nodateddi

Top Tweeters in G6:
@uol
@joaovitorbt
@terezajunquilh2
@apyus
@ffwd_cco
@ricardohmoreir1
@adilsonlula
@znlira
@guscherubina
@vjuliao

Top Tweeters in G7:
@odio_nao
@silmarq
@folha
@suzecat52
@estefano_souza
@lroger_arq
@superesportesmg
@ananias_1979
@marcurelio
@rfka

Top Tweeters in G8:
@enmaya0
@doserre
@daurmith
@setthemf
@_reportwire
@httpchenchen
@jenkirl
@wikihowtologout
@ihstlovie
@lorakolodny

Top Tweeters in G9:
@threadreaderapp
@szergout
@pewresearch
@americantejano
@celinastweet
@kjsturr
@youtube
@jeffguhin
@jaricheson
@springernature

Top Tweeters in G10:
@dailycaller
@cbsnews
@heritage
@sumitapahwa
@phibetakappa
@iriglobal
@dpearsonphl
@tjohnson1960
@cup_polisci
@randylobasso