pew research, Twitter, 1/12/2023 2:48:01 AM, 287795
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pew research_2023-01-11_18-37-04.xlsx
pew research_2023-01-11_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
pew research via NodeXL https://bit.ly/3XbE6eM
@nytimes
@unsubtledesi
@gatsbychristian
@jihadwatchrs
@potus
@ballgood2022
@hegganiga
@prabhupp01
@pewstates
@sueurahn

Top hashtags:
#sanders
#covid19
#depopulationagenda
#cop15
#ukraine
#msnbc
#borderobserver
#dyk

Description:
Description
The graph represents a network of 5,648 Twitter users whose recent tweets contained "pew research", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:40 UTC.

The tweets in the network were tweeted over the 1556-day, 23-hour, 27-minute period from Monday, 08 October 2018 at 01:30 UTC to Thursday, 12 January 2023 at 00:57 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 : 5648
Unique Edges : 3088
Edges With Duplicates : 9968
Total Edges : 13056
Number of Edge Types : 9
Retweet : 3067
MentionsInRetweet : 3725
Replies to : 1354
MentionsInReplyTo : 3399
Tweet : 1098
Mentions : 311
Quote : 62
MentionsInQuoteReply : 28
MentionsInQuote : 12
Self-Loops : 1401
Reciprocated Vertex Pair Ratio : 0.0525322428436615
Reciprocated Edge Ratio : 0.0998206814106396
Connected Components : 929
Single-Vertex Connected Components : 373
Maximum Vertices in a Connected Component : 2258
Maximum Edges in a Connected Component : 5771
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.320546
Graph Density : 0.000209818344720128
Modularity : 0.505184
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,648 Twitter users whose recent tweets contained "pew research", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 02:40 UTC.

The tweets in the network were tweeted over the 1556-day, 23-hour, 27-minute period from Monday, 08 October 2018 at 01:30 UTC to Thursday, 12 January 2023 at 00:57 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 : pew research
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:
[38] https://trib.al/C3qC4Q4
[35] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[30] https://thenationaldesk.com/news/americas-news-now/latest-twitter-files-release-further-erodes-americans-trust-in-government-watchdog-says-federal-bureau-of-investigation-fbi-intelligence-community-faith-in-the-government-pew-research-data-shows-public-trust-in-the-government-twitter-files-fbi-washington
[21] https://elamerican.com/7-americans-race-factor-college-say-pew-research/
[14] https://abc7.com/pew-research-center-american-middle-class-report-2023-southern-california-los-angeles/12675839/
[14] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[13] http://Congress.gov
[13] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets?utm_campaign=governing_ffi________&utm_source=twitter_environment&utm_medium=social&utm_content=stattile_&utm_term=declarative
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/30/new-law-phasing-out-destructive-fishing-gear-off-west-coast-will-aid-whales-and-dolphins
[9] https://apple.news/AVHiar70uTr-DKGwQhWMOVw

Top URLs in Tweet in G2:
[13] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets?utm_campaign=governing_ffi________&utm_source=twitter_environment&utm_medium=social&utm_content=stattile_&utm_term=declarative
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/30/new-law-phasing-out-destructive-fishing-gear-off-west-coast-will-aid-whales-and-dolphins
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/06/6-reasons-coral-reefs-deserve-protection?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___datapoint
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/20/nations-adopt-historic-new-agreement-for-nature?utm_campaign=conservation_pct________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/20/technology-can-help-make-marine-protections-more-effective?utm_campaign=conservation_pbol________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/01/04/this-state-could-be-the-last-one-for-a-while-anyway-to-expand-medicaid
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/08/public-health-agencies-need-better-data-to-promote-well-being-for-all?utm_campaign=health_phdip________&utm_source=twitter_health&utm_medium=social&utm_content=_____linkcard_&utm_term=___declarative
[4] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/11/more-than-100000-fishing-related-deaths-occur-each-year-study-finds?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=_____stattile_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/15/flooding-is-nearly-a-daily-occurrence-throughout-the-us
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/30/president-signs-bipartisan-measure-to-improve-addiction-treatment

Top URLs in Tweet in G3:
[10] https://abc7.com/pew-research-center-american-middle-class-report-2023-southern-california-los-angeles/12675839/
[8] https://techitoolz.com
[4] https://katv.com/news/local/national-cultural-wars-hit-arkansas-gov-sanders-first-round-executive-orders-sarah-huckabee-state-capitol-department-commerce-labor-usdol-government-employees-unemployment-benefits-tiktok-china-latinx-latino-latina-pew-research-politics-associated-press
[4] https://twitter.com/JordanSanchezCA/status/1568827299566620675/photo/1
[4] https://twitter.com/Rad_One1/status/1608092491437445120/photo/1
[4] https://bolanazry.eu.org/
[4] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[4] https://twitter.com/KliwonLangkir/status/1607454436858925057/photo/1
[4] https://twitter.com/LangkirKliwon/status/1607454045832384512/photo/1
[3] https://www.pewresearch.org/fact-tank/2023/01/11/what-the-data-says-about-abortion-in-the-u-s-2/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/fact-tank/2016/12/13/whats-on-your-table-how-americas-diet-has-changed-over-the-decades/
[1] https://twitter.com/anthony_chaffee/status/1607992731074461697/photo/1

Top URLs in Tweet in G5:
[1] https://katv.com/news/local/national-cultural-wars-hit-arkansas-gov-sanders-first-round-executive-orders-sarah-huckabee-state-capitol-department-commerce-labor-usdol-government-employees-unemployment-benefits-tiktok-china-latinx-latino-latina-pew-research-politics-associated-press
[1] https://twitter.com/KATVNews/status/1612992819689299970/photo/1
[1] https://first-heritage-foundation.s3.amazonaws.com/live_files/2023/01/Sarah-Huckabee-Sanders-Executive-Orders.pdf
[1] https://www.dailysignal.com/2023/01/11/sarah-huckabee-sanders-moves-cut-size-government-ban-critical-race-theory-schools-remove-term-latinx/

Top URLs in Tweet in G6:
[5] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[2] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[1] https://www.svt.se/nyheter/utrikes/fn-s-sakerhetsrad-fordomer-talibanernas-forbud-mot-kvinnor
[1] https://news.un.org/en/story/2022/12/1132082
[1] https://www.unesco.org/en/education/emergencies/afghanistan
[1] https://twitter.com/UNESCO/status/1608116865271840772/photo/1
[1] https://trib.al/fkHcNPr
[1] https://trib.al/eT09K8K
[1] https://twitter.com/Brahma9909/status/1608971500408950784/photo/1
[1] https://twitter.com/Brahma9909/status/1607057892334800896/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/SawyerHackett/status/1613001774352285701
[1] https://twitter.com/IncarcerNation/status/1608198207967842305/photo/1
[1] https://www.realclearpolicy.com/2021/04/15/pew_young_liberal_white_women_suffer_mental_health_issues_772771.html
[1] https://www.pewresearch.org/religion/religious-landscape-study/state/texas/party-affiliation/
[1] https://worldpopulationreview.com/state-rankings/most-gerrymandered-states
[1] https://twitter.com/RonFilipkowski/status/1612959067235926016/photo/1
[1] https://twitter.com/atrupar/status/1613000679399759872/video/1
[1] https://twitter.com/driver_ivor/status/1609886251212996611/photo/1

Top URLs in Tweet in G8:
[1] https://en.m.wikipedia.org/wiki/Religion_in_the_United_States#:~:text=However%2C%20in%20the%20latest%20Pew,%25%20Catholic%20and%202%25%20other
[1] https://www.pewresearch.org/religion/2021/12/14/about-three-in-ten-u-s-adults-are-now-religiously-unaffiliated/
[1] https://www.pewresearch.org/fact-tank/2023/01/11/what-the-data-says-about-abortion-in-the-u-s-2/
[1] https://twitter.com/zypisfy/status/1606934530484736000/photo/1

Top URLs in Tweet in G9:
[4] https://ncbi.nlm.nih.gov/pmc/articles/PMC4437973/
[1] https://www.pewresearch.org/fact-tank/2022/03/10/the-polarization-in-todays-congress-has-roots-that-go-back-decades/
[1] https://twitter.com/conradhackett/status/1597639866472624128/photo/1
[1] https://pewtrusts.wd5.myworkdayjobs.com/CenterExternal/job/Washington-DC-Pew-Research-Center/Associate-Director--Global-Attitudes_R002012
[1] https://www.pewresearch.org/fact-tank/2021/06/29/key-findings-about-religion-in-india/?utm_content=buffer8157a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/pewresearch/status/1409877370341842955/photo/1
[1] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/
[1] https://go.pardot.com/l/912271/2023-01-10/681g8/17190
[1] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[1] https://twitter.com/Sabbienn/status/1610456644365975552/photo/1

Top URLs in Tweet in G10:
[4] https://twitter.com/RandyG12751656/status/1608280157583810562/photo/1
[3] https://twitter.com/RandyG12751656/status/1608277641005780993/photo/1
[2] https://thehill.com/opinion/finance/3786820-congress-can-promote-growth-by-lowering-regulatory-barriers-for-consumers-and-businesses/
[2] https://bigthink.com/strange-maps/pew-cultural-superiority-europe/
[1] https://ktla.com/news/you-need-to-make-this-much-to-be-considered-middle-class-in-these-cities/
[1] https://twitter.com/RNCResearch/status/1611194397999398912/video/1
[1] https://twitter.com/rncresearch/status/1536445022043774976/video/1
[1] https://twitter.com/AP/status/1610695093555544094
[1] https://apnews.com/article/politics-colleges-and-universities-florida-state-government-texas-education-4f0fe0c5c18ed227fabae3744e8ff51d?utm_campaign=TrueAnthem&utm_medium=AP&utm_source=Twitter
[1] https://apnews.com/article/survey-congress-religious-affiliation-b707939002cc7ed43e7f346cd33a66cc

Top Domains
Top Domains in Tweet in Entire Graph:
[602] twitter.com
[296] pewtrusts.org
[225] pewresearch.org
[145] elmundo.es
[98] blogspot.com
[58] trib.al
[35] carjiescott.com
[30] thenationaldesk.com
[23] eu.org
[21] elamerican.com

Top Domains in Tweet in G2:
[260] pewtrusts.org
[68] twitter.com
[1] t.co
[1] myworkdayjobs.com
[1] ed.gov
[1] idahostatesman.com
[1] wpr.org
[1] thecentersquare.com
[1] insideclimatenews.org
[1] pewresearch.org

Top Domains in Tweet in G3:
[98] blogspot.com
[96] twitter.com
[79] pewresearch.org
[26] pewtrusts.org
[23] eu.org
[11] abc7.com
[10] google.com
[9] newsmax.com
[8] katv.com
[8] techitoolz.com

Top Domains in Tweet in G4:
[1] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G5:
[1] katv.com
[1] twitter.com
[1] amazonaws.com
[1] dailysignal.com

Top Domains in Tweet in G6:
[22] twitter.com
[10] trib.al
[5] opindia.com
[4] pewresearch.org
[2] investors.com
[1] svt.se
[1] un.org
[1] unesco.org
[1] jihadwatch.org
[1] argotimes.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] realclearpolicy.com
[1] pewresearch.org
[1] worldpopulationreview.com

Top Domains in Tweet in G8:
[2] pewresearch.org
[1] wikipedia.org
[1] twitter.com

Top Domains in Tweet in G9:
[7] twitter.com
[5] pewresearch.org
[4] nih.gov
[2] myworkdayjobs.com
[1] pardot.com
[1] carjiescott.com
[1] ellingtoncms.com
[1] thehindu.com

Top Domains in Tweet in G10:
[22] twitter.com
[3] trib.al
[3] wsj.com
[2] apnews.com
[2] pewtrusts.org
[2] thehill.com
[2] bigthink.com
[2] pewresearch.org
[1] ktla.com
[1] heritage.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] sanders
[19] covid19
[15] depopulationagenda
[13] cop15
[13] ukraine
[13] msnbc
[13] borderobserver
[11] dyk
[10] broadband
[10] emgtwitter



Top Hashtags in Tweet in G2:
[13] cop15
[11] dyk
[10] emgtwitter
[10] broadband
[8] highseas
[7] antibiotic
[6] matact
[5] 30x30
[3] iuufishing
[3] addiction

Top Hashtags in Tweet in G3:
[7] 러쉬파퍼구입하는곳
[4] relationshipgoals
[4] relationshipcoach
[4] climatechange
[4] news
[4] 강력졸피뎀판매
[3] maga
[3] pollution
[3] climateline
[3] 졸피뎀판매

Top Hashtags in Tweet in G4:
[1] carnivore
[1] health
[1] keto

Top Hashtags in Tweet in G5:
[288] sanders
[1] arnews
[1] arpx

Top Hashtags in Tweet in G6:
[1] defundsvt
[1] education
[1] afghanistan
[1] righttoeducation
[1] humanrights
[1] kanye
[1] pew
[1] irelandisfull

Top Hashtags in Tweet in G9:
[1] mrx
[1] onlinesurveys
[1] stilltrue
[1] multiracial

Top Hashtags in Tweet in G10:
[1] gopmathproblem
[1] artsakhblockade
[1] artsakh

Top Words
Top Words in Tweet in Entire Graph:
[2910] pew
[2576] research
[902] center
[785] women
[669] unsubtledesi
[667] disease
[643] taliban
[636] seems
[632] sure
[631] everyone

Top Words in Tweet in G1:
[659] unsubtledesi
[604] taliban
[603] conduct
[603] shocked
[603] everyone
[603] women
[603] sorry
[603] towards
[603] sure
[603] harsh

Top Words in Tweet in G2:
[198] pewenvironment
[163] pewstates
[157] states
[147] more
[122] pewtrusts
[92] state
[88] help
[65] fishing
[61] wildlife
[59] biodiversity

Top Words in Tweet in G3:
[562] pew
[540] research
[239] center
[101] according
[86] americans
[78] more
[69] congress
[59] people
[43] adults
[40] years

Top Words in Tweet in G4:
[658] disease
[330] beef
[329] chronic
[329] autoimmune
[329] rates
[329] blame
[329] rise
[329] cancer
[329] pew
[329] 1970s

Top Words in Tweet in G5:
[290] executive
[290] orders
[289] signed
[289] sarahhuckabee
[288] official
[288] first
[288] governor
[288] hiring
[288] tuesday
[288] #sanders

Top Words in Tweet in G6:
[189] nytimes
[183] one
[182] million
[182] years
[181] year
[180] nearly
[180] immigrants
[179] citizens
[179] fiscal
[179] ended

Top Words in Tweet in G7:
[128] research
[128] pew
[127] white
[125] republicans
[125] non
[124] qasimrashid
[124] democrats
[123] representatives
[123] meaning
[123] 26

Top Words in Tweet in G8:
[9] research
[9] pew
[8] infidale3476
[6] mucusmucous
[5] 2021
[4] darkcowboygod
[4] survey
[4] adults
[4] shows
[4] aprilligeia

Top Words in Tweet in G9:
[46] pewresearch
[31] team
[30] opportunity
[29] global
[29] conradhackett
[28] attitudes
[28] associate
[28] looking
[28] help
[28] shape

Top Words in Tweet in G10:
[53] research
[50] pew
[30] according
[23] make
[22] need
[21] much
[20] southern
[20] middle
[20] class
[20] study

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2426] pew,research
[884] research,center
[612] shocked,conduct
[612] sure,everyone
[612] towards,women
[612] sorry,harsh
[612] everyone,seems
[612] seems,shocked
[612] taliban,towards
[612] conduct,taliban

Top Word Pairs in Tweet in G1:
[603] sure,everyone
[603] sorry,harsh
[603] taliban,towards
[603] conduct,taliban
[603] everyone,seems
[603] shocked,conduct
[603] women,sorry
[603] seems,shocked
[603] towards,women
[602] unsubtledesi,sure

Top Word Pairs in Tweet in G2:
[39] each,year
[39] coral,reefs
[38] reefs,play
[38] livelihoods,climate
[38] play,essential
[38] essential,role
[38] adaptation,re
[38] role,supporting
[38] supporting,biodiversity
[38] biodiversity,livelihoods

Top Word Pairs in Tweet in G3:
[522] pew,research
[234] research,center
[64] according,pew
[34] middle,class
[21] charitable,trusts
[21] pew,charitable
[18] 117th,congress
[16] 118th,congress
[16] center,found
[15] center,survey

Top Word Pairs in Tweet in G4:
[329] disease,autoimmune
[329] disease,heart
[329] autoimmune,cancer
[329] heart,disease
[329] chronic,disease
[329] 1970s,blame
[329] blame,beef
[329] cancer,rates
[329] rates,rise
[329] rise,1970s

Top Word Pairs in Tweet in G5:
[290] executive,orders
[288] sarahhuckabee,#sanders
[288] #sanders,signed
[288] act,governor
[288] official,act
[288] ranging,hiring
[288] orders,tuesday
[288] governor,sarahhuckabee
[288] signed,executive
[288] tuesday,ranging

Top Word Pairs in Tweet in G6:
[179] nearly,one
[179] immigrants,became
[179] million,immigrants
[179] ended,sept
[179] one,million
[179] year,ended
[179] sept,30
[179] became,citizens
[179] citizens,fiscal
[179] 15,years

Top Word Pairs in Tweet in G7:
[128] pew,research
[125] non,white
[123] 133,non
[123] representatives,107
[123] research,118th
[123] 26,republicans
[123] 107,democrats
[123] 118th,congress
[123] democrats,26
[123] republicans,meaning

Top Word Pairs in Tweet in G8:
[8] pew,research
[4] rose,29
[4] research,center
[4] infidale3476,latest
[4] survey,2021
[4] shows,religiously
[4] unaffiliated,adults
[4] religiously,unaffiliated
[4] center,survey
[4] latest,pew

Top Word Pairs in Tweet in G9:
[30] opportunity,pewresearch
[28] director,global
[28] help,shape
[28] team,help
[28] global,attitudes
[28] looking,associate
[28] great,opportunity
[28] associate,director
[28] attitudes,team
[28] pewresearch,looking

Top Word Pairs in Tweet in G10:
[50] pew,research
[26] according,pew
[20] middle,class
[19] southern,california
[19] need,make
[19] make,considered
[19] much,need
[19] considered,middle
[19] study,much
[19] research,study

Top Replied-To
Top Replied-To in Entire Graph:
@foxnews
@rational666666
@g12apostolou
@elonmusk
@getfookedlibs
@calltoactivism
@313vated
@manualshift1
@oxustudio

Top Replied-To in G1:
@unsubtledesi

Top Replied-To in G2:
@observebyproxy7
@drugbunnytwit
@regenmedfdn

Top Replied-To in G6:
@foxnews
@313vated
@svtnyheter
@daveatherton20
@jihadwatchrs
@ericareport
@jankeliasson
@unesco
@un
@gopearetraitors

Top Replied-To in G7:
@pigplanet
@ronfilipkowski
@pseudomonal
@anthonyupoly
@dog4running

Top Replied-To in G8:
@infidale3476
@_truthswordsa
@tj_onfire
@wisemanryder
@georgetasker_au
@zypisfy
@godfly__
@annavrmac

Top Replied-To in G9:
@realashleyluna
@beffernusse
@womanofgrit
@avidhyaa
@arrel144israel
@jameswhittom
@dannyslavich
@neilshenvi
@nitin
@amazoneve

Top Replied-To in G10:
@speakermccarthy
@potus
@rncresearch
@cnn
@maddison2cooper
@robinog67725708
@ordavgguy37
@gopchairwoman
@demfordesantis

Top Mentioned
Top Mentioned in Entire Graph:
@unsubtledesi
@anthony_chaffee
@sarahhuckabee
@katvnews
@pewenvironment
@nytimes
@pewstates
@qasimrashid
@pewtrusts
@pewresearch

Top Mentioned in G1:
@unsubtledesi

Top Mentioned in G2:
@pewenvironment
@pewstates
@pewtrusts
@pewhealth
@peweurope
@urbaninstitute
@nichinstitute
@csir
@upjohninstitute
@donabertarelli

Top Mentioned in G3:
@socaltelevision
@jordansanchezca
@isaiahquintana_
@barbarawisbey1
@cdetler
@steadyruncho123
@jimmyroybloom
@kuomintanista
@commentary

Top Mentioned in G4:
@anthony_chaffee

Top Mentioned in G5:
@sarahhuckabee
@katvnews
@nytimes
@raeinforma

Top Mentioned in G6:
@nytimes
@foxnews
@jihadwatchrs
@tarekfatah
@ashwinisahaya
@un
@unhumanrights
@alinejadmasih
@martina
@bbcbreaking

Top Mentioned in G7:
@qasimrashid
@incarcernation
@ronfilipkowski
@jenresistedagn
@respectus7
@atrupar

Top Mentioned in G8:
@mucusmucous
@infidale3476
@kim_because
@heathenwombat
@aprilligeia
@mirandaisrisen
@briannazarenus
@rkdoctr
@secularsmurf
@darkcowboygod

Top Mentioned in G9:
@pewresearch
@conradhackett
@ninaturner
@swipewright
@johngramlich
@jeffdime
@bls_gov
@oneiorosgrip
@flipperspank
@autocorrect2_0

Top Mentioned in G10:
@ktla
@potus
@gop
@joebiden
@wsj
@georgetakei
@gopchairwoman
@housegop
@sueurahn

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@rashidaldosari
@andyvermaut
@mistersalesman
@falconhamada_90
@rk70534
@tradermarcocost
@newsoneplace
@mattmurph24
@_redfrog

Top Tweeters in G1:
@dhruvbhim
@vinodshadija
@samir_patil
@pokaabhii
@navneetsagarsit
@jpulasaria
@mukeshparmar146
@lakshmisrikant7
@yaajushi
@gitas2020

Top Tweeters in G2:
@_redfrog
@dgendvil
@adekleine
@deathtocrazy
@gailwaldby
@harmonyis1
@margarethollin1
@tony_porras2050
@syawal
@msep0003

Top Tweeters in G3:
@andyvermaut
@mistersalesman
@newsoneplace
@brontyman
@jimmyroybloom
@lawlor224
@donotgiveuphope
@shehzadyounis
@lise_latulippe
@mintintosh

Top Tweeters in G4:
@wavetossed
@stillbigo
@juliew38138
@margybargy
@flyrusr
@intenselogik
@mindfrozentime
@solarcoinnews
@fwyinemagazine
@defranklondon

Top Tweeters in G5:
@raeinforma
@kathyfisher10
@avibebert
@mcarmichael16
@buford330leon
@thefreaknlady08
@chicago1ray
@veronic09155606
@katvnews
@yvetteg24707719

Top Tweeters in G6:
@tradermarcocost
@mattmurph24
@derekjohnbryant
@bunrxm
@thehill
@alaskarebel
@realrohitnaseem
@pradzworld
@biasedgirl
@foxnews

Top Tweeters in G7:
@rk70534
@sar_oso
@paulstewartii
@pushandpulljlm
@sheri_scary
@binderfaith1
@madmontesaurus
@anitapeck11
@axelofthekey
@nials5

Top Tweeters in G8:
@meknowhu
@zachsmind
@rich33301
@justsomeguy2u
@zypisfy
@thegod_particle
@catheri77148739
@murphyyuiko
@cubesteve
@scientiapercept

Top Tweeters in G9:
@bannerite
@straitarrow10
@basuashis
@ghayasm73
@sudarshan_mlth
@notmuchelse
@oneiorosgrip
@mangeles_hm
@dawnschmitz
@mulletnationinc

Top Tweeters in G10:
@wsj
@cnn
@ap
@ktla
@npr
@bluwndzdancing
@sd_bebe
@gavinwax
@georgetakei
@frenchcori


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