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pew research_2021-05-05_19-07-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
pew research via NodeXL https://bit.ly/3xPTyAR
@aajtak
@pewhealth
@an_mukherjee
@pewtrusts
@who
@pewenvironment
@pewstates
@pewresearch
@mremez
@potus

Top hashtags:
#covid19
#video
#jointaddress
#jointsession
#earthday
#foxnews
#politique
#bluecarbon

Description:
Description
The graph represents a network of 6,839 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, 06 May 2021 at 02:14 UTC.

The requested start date was Thursday, 06 May 2021 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, 21-hour, 49-minute period from Thursday, 22 April 2021 at 00:02 UTC to Wednesday, 05 May 2021 at 21:51 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 : 6839
Unique Edges : 3127
Edges With Duplicates : 10757
Total Edges : 13884
Number of Edge Types : 5
Retweet : 4907
MentionsInRetweet : 5821
Replies to : 546
Mentions : 1612
Tweet : 998
Self-Loops : 1032
Reciprocated Vertex Pair Ratio : 0.0113895216400911
Reciprocated Edge Ratio : 0.0225225225225225
Connected Components : 999
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 2657
Maximum Edges in a Connected Component : 7390
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.02182
Graph Density : 0.000151908212199863
Modularity : 0.512112
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,839 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, 06 May 2021 at 02:14 UTC.

The requested start date was Thursday, 06 May 2021 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, 21-hour, 49-minute period from Thursday, 22 April 2021 at 00:02 UTC to Wednesday, 05 May 2021 at 21:51 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 : 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:
[471] https://www.aajtak.in/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21
[29] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2021/where-states-get-their-money?utm_campaign=financeandeconomy_sfh_usstatepolicy&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_revenue_gif&utm_term=___yourstate
[26] https://youtu.be/VnnH8X2904k
[24] https://trib.al/2hgbuIc
[23] https://www.eviemagazine.com/post/over-50-percent-white-liberal-women-under-30-mental-health-condition
[23] https://www.aajtak.in/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21?utm_source=atweb_video_share
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/21/we-dont-just-need-a-few-new-antibiotics-we-need-an-arsenal
[16] https://nextshark.com/pew-research-survey-asian-americans-april-2021/
[14] https://medium.com/pew-research-center-decoded/how-survey-mode-affects-americans-views-of-international-affairs-da3a540c6ddc
[14] https://www.aajtak.in/amp/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21?__twitter_impression=true

Top URLs in Tweet in G1:
[420] https://www.aajtak.in/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21
[14] https://www.aajtak.in/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21?utm_source=atweb_video_share
[1] https://www.aajtak.in/amp/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21?__twitter_impression=true

Top URLs in Tweet in G2:
[22] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2021/where-states-get-their-money?utm_campaign=financeandeconomy_sfh_usstatepolicy&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_revenue_gif&utm_term=___yourstate
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/21/we-dont-just-need-a-few-new-antibiotics-we-need-an-arsenal
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/05/states-push-to-extend-postpartum-medicaid-benefits-to-save-lives
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/04/military-and-government-leaders-recruit-nature-to-protect-shoreline
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/24/virginia-aims-for-universal-broadband-access-by-2028?utm_campaign=governing_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[8] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2021/where-states-get-their-money
[7] https://www.pewtrusts.org/pl/research-and-analysis/blogs/stateline/2020/08/13/struggling-farmers-work-with-overwhelmed-food-banks-to-stay-afloat
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/03/washington-governor-inslee-signs-bill-protecting-marine-waters-from-seabed-mining
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/03/the-feds-are-investigating-local-police-departments-again-heres-what-to-expect
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/04/27/gop-works-to-override-voters-on-medicaid-higher-wages-pot

Top URLs in Tweet in G3:
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/22/6-types-of-wildlife-and-plants-that-thrive-in-salt-marshes?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_coastalhabitats____linkcard_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/03/a-path-to-creating-the-first-generation-of-high-seas-protected-areas?utm_campaign=conservation_olhs________&utm_source=twitter_environment&utm_medium=social&utm_content=report_general____photo_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/23/researchers-use-sound-to-determine-how-many-krill-live-beneath-the-icy-surface-of-the-southern-ocean?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_protectkrill____linkcard_&utm_term=___
[5] http://www.pewtrusts.org/en/multimedia/surveys-and-quizzes/2017/what-kind-of-penguin-are-you
[5] https://www.pewresearch.org/fact-tank/2020/06/29/most-americans-say-climate-change-impacts-their-community-but-effects-vary-by-region-2/
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/27/key-us-pacific-fishery-council-takes-vital-step-to-protect-oceanic-whitetip-sharks?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/2021/04/23/researchers-use-sound-to-determine-how-many-krill-live-beneath-the-icy-surface-of-the-southern-ocean?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_protectkrill____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/29/chile-adopts-international-certification-standards-for-management-of-protected-areas?utm_campaign=conservation_chpt_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_canbeexample____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/13/first-ever-conference-on-african-manatees-supports-coordinated-species-conservation?utm_campaign=conservation_pmf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_supportresearchers____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/11/nonprofit-leader-leads-national-park-trips-to-heal-veterans-and-inspire-youth

Top URLs in Tweet in G4:
[11] https://www.eviemagazine.com/post/over-50-percent-white-liberal-women-under-30-mental-health-condition
[10] https://www.aajtak.in/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21
[7] https://americanindependent.com/pew-research-voting-rights-for-the-people-act-sizeable-majorities-support-gop-opposes/
[6] https://www.pewresearch.org/fact-tank/2021/04/26/facts-about-marijuana/
[4] https://www.aajtak.in/amp/india/news/video/pandemic-recession-causes-mass-poverty-in-india-pew-research-says-so-news-in-hindi-1242401-2021-04-21?__twitter_impression=true
[4] https://www.pewresearch.org/politics/2021/04/22/republicans-and-democrats-move-further-apart-in-views-of-voting-access/
[4] https://www.pewresearch.org/fact-tank/2021/04/22/most-americans-support-a-15-federal-minimum-wage/
[4] https://www.pewresearch.org/methods/2021/04/08/confronting-2016-and-2020-polling-limitations/
[4] https://www.pewresearch.org/fact-tank/2021/04/29/key-facts-about-asian-origin-groups-in-the-u-s/
[3] https://www.pewresearch.org/fact-tank/2021/04/21/one-third-of-asian-americans-fear-threats-physical-attacks-and-most-say-violence-against-them-is-rising/

Top URLs in Tweet in G6:
[11] http://www.taiwaneseamerican.org/2021/05/pew-research-center-taiwanese-american-statement/
[8] https://medium.com/pew-research-center-decoded/how-survey-mode-affects-americans-views-of-international-affairs-da3a540c6ddc
[4] https://www.taiwannews.com.tw/en/news/4193591
[3] https://www.pewresearch.org/fact-tank/2021/04/28/qa-how-pew-research-center-studied-press-coverage-of-the-biden-administrations-early-days/
[3] https://www.upi.com/Top_News/US/2021/04/22/Pew-Research-Center-poll-Republicans-early-voting-support-plunges/6081619115088/?utm_source=dlvr.it&utm_medium=twitter
[2] https://medium.com/pew-research-center-decoded/analyzing-international-survey-data-with-the-pewmethods-r-package-3b0b21cba607?source=social.tw&_branch_match_id=884794402670588110&utm_content=bufferade83&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://mediatalks.com.br/2021/04/28/estudo-do-pew-research-center-mostra-uso-de-redes-sociais-entre-norte-americanos-em-2021/
[1] https://web.cvent.com/event/41d86f96-2b7f-4fbe-b90d-d8c1ea6935e7/summary?utm_content=buffer65f17&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://web.cvent.com/event/41d86f96-2b7f-4fbe-b90d-d8c1ea6935e7/summary?utm_content=bufferc2cb3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/fact-tank/2021/04/28/qa-how-pew-research-center-studied-press-coverage-of-the-biden-administrations-early-days/?utm_content=buffer5ac78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] https://twitter.com/paulkrugman/status/1385215144955895810

Top URLs in Tweet in G9:
[4] https://norml.org/news/2021/04/22/pew-poll-only-eight-percent-of-us-adults-believe-cannabis-should-be-criminalized/
[2] https://www.pewresearch.org/fact-tank/2021/04/26/facts-about-marijuana/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/03/the-feds-are-investigating-local-police-departments-again-heres-what-to-expect
[1] https://www.marijuanamoment.net/nine-in-ten-americans-support-legalizing-marijuana-for-recreational-or-medical-use-new-pew-poll-finds/

Top URLs in Tweet in G10:
[1] https://www.eviemagazine.com/post/over-50-percent-white-liberal-women-under-30-mental-health-condition
[1] https://dailycaller.com/2021/04/30/john-kerry-oil-gas-energy-corporations-white-house-climate/?utm_source=piano&utm_medium=email&utm_campaign=2680&pnespid=lfYz8vsEDV2N4OxSXD4uxuE8XCJKlnLrbfhKtBbl
[1] https://ivypanda.com/writing/why-citing-sources-is-important/
[1] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[1] https://jacobinmag.com/2021/04/post-pandemic-pew-research-economic-reform

Top Domains
Top Domains in Tweet in Entire Graph:
[662] pewtrusts.org
[512] aajtak.in
[241] pewresearch.org
[68] twitter.com
[30] trib.al
[29] eviemagazine.com
[26] youtu.be
[25] medium.com
[17] americanindependent.com
[16] nextshark.com

Top Domains in Tweet in G1:
[435] aajtak.in

Top Domains in Tweet in G2:
[474] pewtrusts.org
[5] twitter.com
[4] pewresearch.org
[3] pew.org
[1] bmis-bycatch.org
[1] cnn.com
[1] latimes.com
[1] proxypreview.org
[1] etisoftware.com

Top Domains in Tweet in G3:
[137] pewtrusts.org
[6] pewresearch.org
[1] sciencedirect.com
[1] journalism.org

Top Domains in Tweet in G4:
[94] pewresearch.org
[28] twitter.com
[25] pewtrusts.org
[15] aajtak.in
[11] eviemagazine.com
[7] businessinsider.com
[7] americanindependent.com
[7] nytimes.com
[6] globaldiasporanews.com
[5] journalism.org

Top Domains in Tweet in G6:
[17] medium.com
[16] pewresearch.org
[11] taiwaneseamerican.org
[4] com.tw
[3] twitter.com
[3] upi.com
[2] cvent.com
[2] com.br
[2] norml.org
[1] google.com

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

Top Domains in Tweet in G9:
[4] norml.org
[2] pewresearch.org
[1] pewtrusts.org
[1] marijuanamoment.net

Top Domains in Tweet in G10:
[1] eviemagazine.com
[1] dailycaller.com
[1] ivypanda.com
[1] investors.com
[1] jacobinmag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[473] covid19
[432] video
[165] jointaddress
[161] jointsession
[76] earthday
[60] foxnews
[53] politique
[39] bluecarbon
[39] writeintaiwanese
[32] worldtunaday



Top Hashtags in Tweet in G1:
[418] covid19
[418] video
[2] newindia

Top Hashtags in Tweet in G2:
[150] jointsession
[144] jointaddress
[13] covid19
[13] phillystateofthecity
[12] gopresponse
[11] philadelphia
[11] keystonesaves
[10] antibiotics
[10] antibiotic
[7] nature

Top Hashtags in Tweet in G3:
[68] earthday
[37] bluecarbon
[30] worldtunaday
[23] restoreourearth
[21] jointaddress
[11] jointsession
[11] bluenature
[8] pewmarinefellow
[7] rvinvestigator
[5] dyk

Top Hashtags in Tweet in G4:
[5] covid19
[4] socialmedia
[3] video
[3] pew
[3] cannabis
[3] medicalmarketing
[3] reputationmanagement
[2] earthday
[2] jaquemate
[2] asian

Top Hashtags in Tweet in G6:
[39] writeintaiwanese
[22] aapi
[5] taiwanese
[3] marijuana
[3] cannabis
[3] survey
[3] socialmedia
[2] asianamericanexperience
[2] unitedstates
[2] americans

Top Words
Top Words in Tweet in Entire Graph:
[3234] pew
[2930] म
[2890] research
[2831] द
[2642] क
[2531] ल
[2221] श
[2065] ह
[2043] स
[1959] ब

Top Words in Tweet in G1:
[1981] द
[1923] म
[1640] ल
[1616] क
[1563] श
[1374] ब
[1317] ह
[1256] स
[738] गर
[673] र

Top Words in Tweet in G2:
[491] pewtrusts
[182] states
[150] #jointsession
[144] #jointaddress
[137] more
[130] pewstates
[124] state
[86] president
[72] pandemic
[71] workers

Top Words in Tweet in G3:
[580] pewenvironment
[283] coastal
[223] ocean
[148] breaking
[142] waters
[141] win
[129] wildlife
[128] communities
[126] state
[121] washington

Top Words in Tweet in G4:
[448] pew
[433] research
[254] center
[105] americans
[83] according
[68] more
[49] survey
[44] percent
[43] study
[42] found

Top Words in Tweet in G5:
[375] pew
[375] research
[375] americans
[372] survey
[372] liberal
[371] last
[371] march
[371] found
[371] 64
[371] white

Top Words in Tweet in G6:
[122] taiwanese
[118] pewresearch
[112] research
[96] pew
[69] 2020
[56] taiwaneseam_org
[53] center
[51] americans
[47] american
[41] neil_ruiz

Top Words in Tweet in G7:
[163] issues
[162] pew
[161] wow
[161] wonder
[161] issue
[161] know
[161] ask
[161] republicans
[161] presented
[160] timcast

Top Words in Tweet in G8:
[145] pew
[143] research
[143] survey
[142] compiles
[142] pavlovian
[142] responses
[142] tells
[142] lot
[142] democrats
[142] think

Top Words in Tweet in G9:
[156] percent
[156] believe
[156] cannabis
[156] legal
[155] medical
[155] purposes
[154] washington
[154] dc
[154] over
[154] 90

Top Words in Tweet in G10:
[9] climatehope2
[8] tragic4libs
[7] jamz129
[7] mark_a_lunn
[7] gregtruman4
[7] glinch72
[7] b_bolshevik100
[7] callmeblaise1
[6] carrudodon
[6] mikedel21893959

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2709] pew,research
[1525] श,म
[1074] स,ल
[1020] गर,ब
[1004] ब,क
[921] research,center
[875] द,श
[745] भ,रत
[687] म,ह
[681] स,म

Top Word Pairs in Tweet in G1:
[1096] श,म
[737] स,ल
[704] गर,ब
[703] ब,क
[635] द,श
[499] भ,रत
[466] ब,द
[464] 45,स
[464] ल,ब
[464] द,भ

Top Word Pairs in Tweet in G2:
[85] #jointsession,#jointaddress
[41] president,biden
[41] criminal,justice
[38] covid,19
[28] personal,income
[28] climate,change
[26] pewtrusts,microplastics
[24] nontraditional,workers
[23] last,year
[22] during,#jointaddress

Top Word Pairs in Tweet in G3:
[146] pewenvironment,breaking
[120] seabed,mining
[119] breaking,washington
[119] washington,state
[119] state,moves
[119] moves,prevent
[119] prevent,seabed
[119] mining,coastal
[119] coastal,waters
[119] waters,win

Top Word Pairs in Tweet in G4:
[409] pew,research
[254] research,center
[59] according,pew
[30] center,survey
[23] social,media
[22] asian,americans
[21] mental,health
[20] research,study
[16] americans,support
[15] श,म

Top Word Pairs in Tweet in G5:
[375] pew,research
[371] research,survey
[371] survey,last
[371] last,march
[371] march,found
[371] found,64
[371] 64,white
[371] white,americans
[371] americans,classify
[371] classify,themselves

Top Word Pairs in Tweet in G6:
[92] pew,research
[53] research,center
[43] taiwanese,american
[39] pewresearch,neil_ruiz
[33] 2020,#writeintaiwanese
[33] statement,pewresearch
[32] #writeintaiwanese,campaign
[26] organizers,2020
[26] campaign,written
[26] written,joint

Top Word Pairs in Tweet in G7:
[161] wow,wonder
[161] wonder,issue
[161] issue,pew
[161] pew,know
[161] know,ask
[161] ask,republicans
[161] republicans,issues
[161] issues,presented
[160] timcast,wow

Top Word Pairs in Tweet in G8:
[143] pew,research
[142] research,compiles
[142] compiles,pavlovian
[142] pavlovian,responses
[142] responses,survey
[142] survey,tells
[142] tells,lot
[142] lot,democrats
[142] democrats,think
[142] think,terribly

Top Word Pairs in Tweet in G9:
[156] cannabis,legal
[155] legal,medical
[154] washington,dc
[154] dc,over
[154] over,90
[154] 90,percent
[154] percent,adults
[154] adults,believe
[154] believe,cannabis
[154] medical,adult

Top Word Pairs in Tweet in G10:
[7] glinch72,b_bolshevik100
[6] pew,research
[6] climatehope2,mdfynn
[6] mdfynn,callmeblaise1
[5] jamz129,mark_a_lunn
[5] mark_a_lunn,tragic4libs
[5] tragic4libs,gregtruman4
[5] gregtruman4,glinch72
[5] b_bolshevik100,climatehope2
[5] callmeblaise1,ceist8

Top Replied-To
Top Replied-To in Entire Graph:
@rahulgandhi
@justinbaragona
@pewresearch
@senrickscott
@benshapiro
@zismark1
@madyunkaleem
@tomjose75245504
@gopleader
@fsillymonkey

Top Replied-To in G2:
@pewtrusts
@barnyskinner
@paultiseo
@nhannahjones
@blissfulbeauty
@todayshow
@hilliad
@secblinken
@blmalaska
@cam78587568

Top Replied-To in G6:
@pewresearch
@kuehner7
@badnetworker
@taiwaneseam_org
@neil_ruiz
@maxcurrie15
@mhugolopez
@conradhackett

Top Replied-To in G7:
@thenxtcypher

Top Replied-To in G10:
@dancady
@tragic4libs
@robert76907841
@jamz129
@0sundance

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@aajtak
@pewtrusts
@realmattcouch
@digvijaya_28
@timcast
@norml
@bansisharma
@pewstates
@pewresearch

Top Mentioned in G1:
@aajtak
@digvijaya_28
@incmp
@iycmadhya
@hlvishwakarma
@kalikaprasad5
@_digitalindia
@shadab_chouhan1
@deptthp
@papa__tweets

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewenvironment
@pewhealth
@sleiseca
@sueurahn
@potus
@saveantibiotics
@winnie_wylau
@nibosays

Top Mentioned in G3:
@pewenvironment
@pewtrusts
@peweurope
@steve_crooks
@stacyscientist
@ausantarctic
@ipbes
@csiro
@pewfixourparks
@scienceadvances

Top Mentioned in G4:
@pastorabharris
@sonee333sonny
@digitunity
@libbyliberalnyc
@1progressivism
@eusebiaaq
@isaiahquintana_
@river712

Top Mentioned in G5:
@realmattcouch
@atlrey

Top Mentioned in G6:
@pewresearch
@taiwaneseam_org
@neil_ruiz
@catielila
@leonawchen
@chiehtingyeh
@pewmethods
@williamyang120
@pewscience
@taclorg

Top Mentioned in G7:
@timcast
@williammaddux37

Top Mentioned in G8:
@bansisharma
@timcast
@realmattcouch

Top Mentioned in G9:
@norml
@prisonreformmvt
@inorml
@ispotify1

Top Mentioned in G10:
@climatehope2
@mark_a_lunn
@gregtruman4
@glinch72
@b_bolshevik100
@callmeblaise1
@carrudodon
@mikedel21893959
@bubbasranch
@tragic4libs

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@tesco
@robinsnewswire
@georgekurianinc
@zyiteblog
@marciojmsilva
@hrblock_21
@zyitegadgets
@sahelhkj
@mattmurph24

Top Tweeters in G1:
@georgekurianinc
@mikedesai
@jainanil1968
@aajtak
@gahlotshagufta
@lalitpagal
@amita0744
@manojmehtamm
@rutviksubhedar
@sursmi

Top Tweeters in G2:
@tesco
@solutioneer72
@dgendvil
@rosenchild
@lizditz
@willseattle
@dsochoa
@janiecestaton
@uscgamecockboy
@suzanneinlgb

Top Tweeters in G3:
@hrblock_21
@sahelhkj
@_redfrog
@john1966olsen
@cwharlow
@bettyjo62
@mr_spock
@ana_captures
@_arushinjitsu_
@alejandrosig

Top Tweeters in G4:
@robinsnewswire
@marciojmsilva
@yoshiki7111
@pairsonnalitese
@easymediaasia
@libbyliberalnyc
@pastorabharris
@terrinamajnoona
@litlgrey
@drmaggiesa

Top Tweeters in G5:
@cannoneerfour
@nltcny
@realmattcouch
@fiftyfiftygirl
@mike71914654
@cat17534
@gjohnston2014
@clarein_cali
@orlandomicki
@tiggerr00

Top Tweeters in G6:
@4tchat
@new_narrative
@memeorandum
@soniabetz1
@sisterwriter
@loudlysilent
@hkdemonow
@schenhayes
@bregmanps
@voastevenson

Top Tweeters in G7:
@schwingcat
@ladydshops
@mtrushmore2016
@shail67330119
@winnawinna2016
@deltacrook
@michaeljashmore
@tsowell4prez
@barbarasm_60
@jtf18james

Top Tweeters in G8:
@bamaperry
@mightymouth5413
@staythecourse7
@susaninlaguna
@rell_lauren
@russjensen5
@tony_sanky
@southernboy954
@aukletqd
@baizuobu

Top Tweeters in G9:
@rjber15
@dancas2
@reevynap
@cynicalvision50
@masterprogram1
@hope4the_future
@wind4me
@iamatheistgirl
@esey_bee
@prisonreformmvt

Top Tweeters in G10:
@ronnieressler
@friendsoscience
@askgerbil
@asinister
@no2wind
@geraldkutney
@don85375
@kctaz
@roypentland
@zsrenn


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