pew research, Twitter, 12/9/2021 3:23:18 AM, 267968


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pew research_2021-12-08_19-07-56.xlsx
pew research_2021-12-08_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 09, 2021
Short Description:
pew research via NodeXL https://bit.ly/3rOzkab
@amanchopra_
@pewtrusts
@pewenvironment
@pewstates
@chandra013
@profpavarghese
@pewresearch
@pewglobal
@kishan8000000
@gauravarora0409

Top hashtags:
#china
#taiwan
#us
#wcpfc
#wildlifeconservationday
#twitter
#mtnews

Description:
Description
The graph represents a network of 4,362 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 December 2021 at 03:13 UTC.

The requested start date was Thursday, 09 December 2021 at 01:01 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 12-day, 19-hour, 56-minute period from Thursday, 25 November 2021 at 01:50 UTC to Tuesday, 07 December 2021 at 21:46 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 : 4362
Unique Edges : 1900
Edges With Duplicates : 5839
Total Edges : 7739
Number of Edge Types : 5
Mentions : 1241
Retweet : 2547
MentionsInRetweet : 2843
Replies to : 516
Tweet : 592
Self-Loops : 695
Reciprocated Vertex Pair Ratio : 0.0138190954773869
Reciprocated Edge Ratio : 0.0272614622057001
Connected Components : 727
Single-Vertex Connected Components : 287
Maximum Vertices in a Connected Component : 1200
Maximum Edges in a Connected Component : 2400
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.425676
Graph Density : 0.000212115200159473
Modularity : 0.51263
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,362 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 09 December 2021 at 03:13 UTC.

The requested start date was Thursday, 09 December 2021 at 01:01 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 12-day, 19-hour, 56-minute period from Thursday, 25 November 2021 at 01:50 UTC to Tuesday, 07 December 2021 at 21:46 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 : 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:
[44] https://www.businessinsider.com/americans-dont-want-kids-birth-rate-pew-research-2021-11
[19] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/01/telehealth-may-be-here-to-stay
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/06/no-permit-no-problem-more-states-allow-residents-to-carry-a-hidden-gun
[12] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/12/how-courts-embraced-technology-met-the-pandemic-challenge-and-revolutionized-their-operations
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/11/23/ranked-choice-voting-survived-its-biggest-election-season-yet
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/11/29/banning-hair-discrimination-emerges-as-racial-justice-issue
[9] https://medium.com/pew-research-center-decoded/using-cognitive-interviewing-to-design-survey-questions-about-democracy-11e0ad8c46f?source=social.tw&_branch_match_id=992137598562539478&_branch_referrer=H4sIAAAAAAAAA8soKSkottLXz8nMy9bLTU3JLM3VS87P1Xd0rohKM/TyiMhMsi8tyY1Pzs8rSc0rsU0qTUtLLTJPNE5OUQOJQ7TYFucnZybmgEWK80uLklNtS8ozS0pSi0CGgYWTE3MLEjPT86AmAAAO42eueAAAAA%3D%3D&utm_content=buffer9ec35&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.pewresearch.org/fact-tank/2021/11/24/inflation-has-risen-around-the-world-but-the-u-s-has-seen-one-of-the-biggest-increases/
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/03/billions-in-tree-funds-could-help-cities-prep-for-climate-change
[8] 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/

Top URLs in Tweet in G2:
[19] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/01/telehealth-may-be-here-to-stay
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/06/no-permit-no-problem-more-states-allow-residents-to-carry-a-hidden-gun
[10] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/12/how-courts-embraced-technology-met-the-pandemic-challenge-and-revolutionized-their-operations
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/03/billions-in-tree-funds-could-help-cities-prep-for-climate-change
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/11/23/ranked-choice-voting-survived-its-biggest-election-season-yet
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/11/29/banning-hair-discrimination-emerges-as-racial-justice-issue
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/01/pandemic-spurs-technology-revolution-in-state-civil-courts?utm_campaign=communities_cls___courttechreport2021_____&utm_source=fb-li-tw_partner&utm_medium=social&utm_content=article_newtechtools____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/07/no-more-stairs-cash-influx-to-make-transit-more-accessible
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/03/seabed-mining-ban-in-australias-northern-territory-is-a-win-for-marine-life-fishing-and-culture
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/15/prime-age-employment-rate-is-recovering-unevenly-across-states

Top URLs in Tweet in G3:
[4] https://www.pewresearch.org/fact-tank/2021/11/24/inflation-has-risen-around-the-world-but-the-u-s-has-seen-one-of-the-biggest-increases/
[4] https://www.pewresearch.org/global/2021/11/18/what-makes-life-meaningful-views-from-17-advanced-economies/
[4] https://www.pewforum.org/2021/11/23/few-americans-blame-god-or-say-faith-has-been-shaken-amid-pandemic-other-tragedies/
[4] https://twitter.com/pewglobal/status/1464941154856837120
[3] https://www.pewresearch.org/fact-tank/2021/11/19/growing-share-of-childless-adults-in-u-s-dont-expect-to-ever-have-children/
[3] https://www.pewresearch.org/politics/2021/11/09/beyond-red-vs-blue-the-political-typology-2/
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/11/23/ranked-choice-voting-survived-its-biggest-election-season-yet
[3] https://mmpconnect.com/buy-seeds-online-in-2021-ships-to-us/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.cnbc.com/2019/09/19/physical-books-still-outsell-e-books-and-heres-why.html?__source=sharebar|twitter&par=sharebar
[2] https://fox59.com/news/health/study-reveals-what-people-say-makes-life-meaningful/

Top URLs in Tweet in G4:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/19/new-infrastructure-law-funds-dam-and-culvert-removal?utm_campaign=conservation_usplrc_infrastructure_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/30/pacific-fisheries-must-modernize-management-of-key-tuna-species?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_harveststrat____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/15/new-funding-for-wildlife-highway-crossings-should-help-animals-and-drivers-alike?utm_campaign=conservation_usplrc_infrastructure_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____video_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/01/billion-dollar-tuna-fishery-needs-better-management-in-western-central-pacific?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sustainability____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/01/billion-dollar-tuna-fishery-needs-better-management-in-western-central-pacific?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_sustainability____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/10/new-tool-helps-seafood-businesses-fight-illegal-fishing?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sustainability____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/10/new-tool-helps-seafood-businesses-fight-illegal-fishing?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_sustainability____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/30/pacific-fisheries-must-modernize-management-of-key-tuna-species?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_harveststrat____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/19/north-carolina-approves-updated-coastal-habitat-plan-a-win-for-nature-communities?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_coastalhabitats____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2021/11/how-the-wto-can-save-fish-for-the-future?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=factsheet_wtobestway____linkcard_&utm_term=___

Top URLs in Tweet in G7:
[1] https://www.bloomberg.com/opinion/articles/2021-11-23/for-thanksgiving-some-answers-on-the-meaning-of-life?srnd=opinion&cmpid%3D=socialflow-twitter-view&utm_campaign=socialflow-organic&utm_content=view&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G8:
[9] https://medium.com/pew-research-center-decoded/using-cognitive-interviewing-to-design-survey-questions-about-democracy-11e0ad8c46f?source=social.tw&_branch_match_id=992137598562539478&_branch_referrer=H4sIAAAAAAAAA8soKSkottLXz8nMy9bLTU3JLM3VS87P1Xd0rohKM/TyiMhMsi8tyY1Pzs8rSc0rsU0qTUtLLTJPNE5OUQOJQ7TYFucnZybmgEWK80uLklNtS8ozS0pSi0CGgYWTE3MLEjPT86AmAAAO42eueAAAAA%3D%3D&utm_content=buffer9ec35&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.deseret.com/2021/11/28/22798914/more-childless-adults-say-theyll-likely-never-have-kids-survey-finds-pew-research-center-birth-rate?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[4] https://www.deseret.com/2021/11/28/22798914/more-childless-adults-say-theyll-likely-never-have-kids-survey-finds-pew-research-center-birth-rate?utm_campaign=deseret&utm_content=entry&utm_medium=social&utm_source=twitter
[3] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/?utm_content=bufferd7f4d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.deseret.com/2021/11/30/22808563/republicans-and-democrats-at-least-have-this-in-common-pew-research-meaning-of-life?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[3] https://www.deseret.com/faith/2021/11/30/22798692/how-americans-stand-out-in-surveys-on-the-meaning-of-life-pew-research-center-religion?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[1] https://www.globaldemocracycoalition.org/pew-research-center?utm_content=buffer1f74d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.deseret.com/faith/2021/11/2/22750042/these-americans-want-to-blur-the-lines-church-and-state-pew-research-center-constitution-god?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[1] https://www.linkedin.com/slink?code=eGtXg_6r
[1] https://www.deseret.com/2021/11/28/22798914/more-childless-adults-say-theyll-likely-never-have-kids-survey-finds-pew-research-center-birth-rate?utm_campaign=loisco&utm_content=chorus&utm_medium=social&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[331] pewtrusts.org
[119] pewresearch.org
[48] businessinsider.com
[46] twitter.com
[25] deseret.com
[18] pewforum.org
[13] medium.com
[12] washingtonpost.com
[8] linkedin.com
[8] carjiescott.com

Top Domains in Tweet in G2:
[231] pewtrusts.org
[2] pewresearch.org
[2] twitter.com
[2] webex.com
[1] ucsf.edu
[1] contagionlive.com
[1] infodocket.com
[1] journalism.org
[1] myworkdayjobs.com

Top Domains in Tweet in G3:
[45] pewresearch.org
[24] pewtrusts.org
[21] twitter.com
[7] pewforum.org
[5] linkedin.com
[4] nytimes.com
[3] google.com
[3] mmpconnect.com
[3] businessinsider.com
[2] cnbc.com

Top Domains in Tweet in G4:
[54] pewtrusts.org
[1] twitter.com
[1] ow.ly

Top Domains in Tweet in G7:
[1] bloomberg.com

Top Domains in Tweet in G8:
[19] deseret.com
[12] medium.com
[4] pewresearch.org
[2] globaldemocracycoalition.org
[1] linkedin.com
[1] edu.sg
[1] shareaholic.com
[1] washingtontimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[246] china
[168] taiwan
[163] us
[35] wcpfc
[25] wildlifeconservationday
[22] twitter
[21] mtnews
[16] infrastructurebill
[15] infrastructure
[13] opioid



Top Hashtags in Tweet in G1:
[1] deshnahinjhuknedenge

Top Hashtags in Tweet in G2:
[16] wildlifeconservationday
[13] opioid
[12] covid19
[11] philadelphia
[11] legaltech
[11] infrastructure
[10] publichealth
[10] treeequity
[9] technology
[9] antibiotic

Top Hashtags in Tweet in G3:
[4] cannabis
[3] cannabiscommunity
[3] marijuana
[2] supernatural
[2] taiwan
[2] genz
[2] businessstrategy
[2] generationz
[2] flooding
[2] storms

Top Hashtags in Tweet in G4:
[35] wcpfc
[15] infrastructurebill
[9] wildlifeconservationday
[6] iuufishing
[6] krill
[3] transshipment
[3] infrastructure
[3] stopfundingoverfishing
[2] antarcticaday
[2] iccat

Top Hashtags in Tweet in G5:
[246] china
[166] taiwan
[159] us

Top Hashtags in Tweet in G8:
[4] stem
[2] workforcedevelopment
[2] equity
[1] summitfordemocracy
[1] globaldemocracycoalition
[1] rstats

Top Words
Top Words in Tweet in Entire Graph:
[8067] क
[5767] म
[3462] र
[3450] न
[2313] स
[2308] ल
[2302] प
[2298] और
[2295] ड
[1580] pew

Top Words in Tweet in G1:
[8023] क
[5730] म
[3438] र
[3435] न
[2294] स
[2292] प
[2292] ल
[2290] ड
[2290] और
[1146] त

Top Words in Tweet in G2:
[189] pewtrusts
[119] states
[105] more
[92] pewstates
[67] health
[45] people
[42] funds
[41] mental
[41] state
[40] pandemic

Top Words in Tweet in G3:
[306] pew
[287] research
[172] center
[60] people
[59] according
[57] americans
[48] more
[39] study
[35] adults
[27] things

Top Words in Tweet in G4:
[107] pewenvironment
[56] wildlife
[51] recently
[48] fishery
[46] tuna
[41] icymi
[41] peweurope
[40] make
[38] passed
[38] infrastructure

Top Words in Tweet in G5:
[328] govt
[250] people
[163] #china's
[163] satisfaction
[162] lifted
[162] 850
[162] polling
[161] million
[160] poverty
[159] #us

Top Words in Tweet in G6:
[3] pew
[3] research
[2] rkdoctr
[2] adrianturner01
[2] umfpt
[2] sicut_lupus
[2] mindfuldamage
[2] doubledoublejon
[2] heathenwombat
[2] ggelliott1

Top Words in Tweet in G7:
[64] exactly
[64] gives
[64] meaning
[64] life
[64] pew
[64] research
[64] survey
[64] 19
[64] 000
[64] people

Top Words in Tweet in G8:
[31] pewresearch
[25] survey
[20] research
[18] meaning
[17] pew
[16] pewglobal
[16] using
[11] democracy
[11] data
[11] center

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2295] म,र
[1427] pew,research
[1153] ल,म
[1150] क,म
[1150] क,इस
[1150] इस,ल
[1148] न,म
[1148] ल,क
[1148] क,क
[1148] स,क

Top Word Pairs in Tweet in G1:
[2290] म,र
[1147] ल,म
[1146] क,म
[1146] क,इस
[1146] इस,ल
[1145] प,क
[1145] क,स
[1145] स,त
[1145] त,न
[1145] न,म

Top Word Pairs in Tweet in G2:
[41] mental,health
[25] salt,marsh
[25] marsh,something
[25] something,simply
[25] simply,go
[25] go,part
[25] part,family
[25] family,lives
[25] lives,depend
[24] pewtrusts,salt

Top Word Pairs in Tweet in G3:
[273] pew,research
[170] research,center
[44] according,pew
[20] study,pew
[20] advanced,economies
[20] pew,charitable
[20] charitable,trusts
[19] 17,advanced
[15] looks,things
[15] things,people

Top Word Pairs in Tweet in G4:
[38] icymi,recently
[38] recently,passed
[38] passed,infrastructure
[38] infrastructure,funding
[38] funding,make
[38] make,roads
[38] roads,safer
[38] safer,wildlife
[38] wildlife,drivers
[38] drivers,solutions

Top Word Pairs in Tweet in G5:
[162] #china's,govt
[162] govt,lifted
[162] lifted,850
[161] 850,million
[161] million,people
[160] people,poverty
[159] polling,#us
[159] poverty,polling
[147] #us,based
[128] iamjohnoliver,#china's

Top Word Pairs in Tweet in G6:
[3] pew,research
[2] bartrardo,melanie33720945
[2] melanie33720945,ah_science
[2] hugh_bothwell,greekvikingx
[2] greekvikingx,crispycurry
[2] crispycurry,d1scojerrys
[2] d1scojerrys,thedukeistheman
[2] thedukeistheman,mscredentials
[2] adhominoid,1pckt
[2] 1pckt,brijswijk

Top Word Pairs in Tweet in G7:
[64] exactly,gives
[64] gives,meaning
[64] meaning,life
[64] life,pew
[64] pew,research
[64] research,survey
[64] survey,19
[64] 19,000
[64] 000,people
[64] people,17

Top Word Pairs in Tweet in G8:
[16] pew,research
[9] using,cognitive
[9] cognitive,interviewing
[9] interviewing,design
[9] design,survey
[9] survey,questions
[9] questions,democracy
[9] research,center
[8] pewglobal,using
[8] survey,data

Top Replied-To
Top Replied-To in Entire Graph:
@james54008
@pingpu_per
@laorenchanna
@markcannon5
@pewglobal
@mabrenro
@dw_chinese
@newbamboocity
@jdportes
@brighamsk

Top Replied-To in G1:
@amanchopra_

Top Replied-To in G2:
@stateaidguy
@jenrodbowers
@nasescobar316

Top Replied-To in G5:
@james54008
@pingpu_per
@laorenchanna
@newbamboocity
@malawiflames
@4fortheforest
@arcphoenix2
@jon9522
@c_furman
@adampearsonorg

Top Replied-To in G6:
@remofjacob
@barneyfife09

Top Replied-To in G8:
@pewglobal
@ruim31
@dmit0820
@tom4congressny6
@mikili011
@im_irgendwo

Top Replied-To in G9:
@timcamp03

Top Replied-To in G10:
@andrewsibley15

Top Mentioned
Top Mentioned in Entire Graph:
@amanchopra_
@pewtrusts
@iamjohnoliver
@pewenvironment
@pewstates
@simon_a_wood
@bopinion
@pinoyanghang
@peweurope
@danpriceseattle

Top Mentioned in G1:
@amanchopra_

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewhealth
@km_dewit
@gu
@bbarrettnc
@pewenvironment
@thisrickard
@educationalan
@bpc_bipartisan

Top Mentioned in G3:
@cbdme6
@paranormalnews4
@isaiahquintana_
@stigmabase
@ronmartino4

Top Mentioned in G4:
@pewenvironment
@peweurope
@pewstates
@pewtrusts
@animal_watch
@theblueleaders
@wto
@princeslimited
@donabertarelli
@johnnyrbriggs

Top Mentioned in G5:
@iamjohnoliver
@simon_a_wood
@lastweektonight
@enriqterceiro
@james54008
@pingpu_per
@danzwku
@purushva
@laorenchanna
@newbamboocity

Top Mentioned in G6:
@rkdoctr
@adrianturner01
@umfpt
@sicut_lupus
@mindfuldamage
@doubledoublejon
@heathenwombat
@ggelliott1
@rtheatheist
@takethathistory

Top Mentioned in G7:
@bopinion

Top Mentioned in G8:
@pewresearch
@pewglobal
@deseretnews
@richardwike
@carrolldoherty
@pollymackenzie
@skshah23
@pewmethods
@james_e_bell
@kelsey_dallas

Top Mentioned in G9:
@scott85023926
@archeryhunters
@jjemiola
@lonewolf633
@thegreywolf17
@archangel2
@sam34_18
@gumbeauxmike
@re4joe
@gigi69030829

Top Mentioned in G10:
@begentle50
@iaincolledge
@ruckmalc
@andrewknight226
@cybremike7
@swen_2017
@chris_not_a_bot
@david19531501
@afewpoints
@geoffbarton9

Top Tweeters
Top Tweeters in Entire Graph:
@filafresh
@robinsnewswire
@mistersalesman
@hrblock_21
@falconhamada_90
@world_news_eng
@7b73f39b85e1415
@prpnews
@john1966olsen
@thehill

Top Tweeters in G1:
@250praveen
@alokdubey1408
@rajkumaarpandey
@prashantarchu
@drramofficial
@vishnus47793080
@dewbispeaks
@ashishy43556534
@neergopal
@khaitan48

Top Tweeters in G2:
@artificialbra1n
@amazingchevvolt
@mary_swilling
@suzanneinlgb
@bnb952
@vievararosel
@akaxochi
@jennykim
@trudaoceans
@spanishcountry

Top Tweeters in G3:
@robinsnewswire
@mistersalesman
@prpnews
@5bilionsales
@stigmabase
@jimmyroybloom
@virus1979c
@rralstonagile
@fox6now
@fox59

Top Tweeters in G4:
@ana_captures
@amyharlib
@chompie97
@bravosabre
@benjamindstone
@dede17_86
@laplapv3
@nordbergvalerie
@srzjwalters
@pennyjth

Top Tweeters in G5:
@paulmcclintock
@simon_a_wood
@lastmedic
@kamunt
@google
@christinelu
@timmaddog
@poboypod
@malawiflames
@daveandchuck

Top Tweeters in G6:
@pen_bird
@scientiapercept
@nosciencedenial
@malo_j
@greekvikingx
@takethathistory
@andyguy
@ah_science
@apostatepod
@jools6691

Top Tweeters in G7:
@wildwillow65
@ikantdealdotkom
@30actruth
@marciasgreen
@reginaldalawso1
@saucedbysally
@bopinion
@misslionheart
@zigmanfreud
@swidrowwe

Top Tweeters in G8:
@falconhamada_90
@princessbibirf_
@rstatstweet
@ibuodimma1
@washtimes
@christellar
@wickdchiq
@deseretnews
@johnscalhoun
@ghayasm73

Top Tweeters in G9:
@justmeagain34
@timcamp03
@datofreddy
@tedrflores
@westand4theflag
@kimbethestylist
@isafeyet
@justmelissa81
@badlady59
@juzjaz2

Top Tweeters in G10:
@andrewknight226
@leftbehindpoet
@david19531501
@clareadams
@conraddkonnrad
@the_leaver
@iaincolledge
@andrewsibley15
@susan04071
@begentle50


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