pew research, Twitter, 1/13/2022 4:09:03 AM, 269908
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pew research_2022-01-12_19-07-56.xlsx
pew research_2022-01-12_19-07-56.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2022
Short Description:
pew research via NodeXL https://bit.ly/3todTgD
@pewtrusts
@deborahkemp3
@leadermcconnell
@angryfleas
@pewenvironment
@tysadventures
@retardresister
@pewjournalism
@mremez
@maddowblog

Top hashtags:
#china
#taiwan
#us
#usdemocracy
#opioid
#iccat
#transshipment

Description:
Description
The graph represents a network of 3,883 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, 13 January 2022 at 03:13 UTC.

The requested start date was Thursday, 13 January 2022 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 13-day, 20-hour, 28-minute period from Thursday, 30 December 2021 at 01:32 UTC to Wednesday, 12 January 2022 at 22:00 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 : 3883
Unique Edges : 2214
Edges With Duplicates : 6740
Total Edges : 8954
Number of Edge Types : 5
Mentions : 1582
Retweet : 1351
MentionsInRetweet : 1999
Tweet : 3572
Replies to : 450
Self-Loops : 3667
Reciprocated Vertex Pair Ratio : 0.0145375811939375
Reciprocated Edge Ratio : 0.0286585365853659
Connected Components : 1333
Single-Vertex Connected Components : 945
Maximum Vertices in a Connected Component : 1128
Maximum Edges in a Connected Component : 2696
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.36648
Graph Density : 0.000217596007272483
Modularity : 0.410629
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,883 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, 13 January 2022 at 03:13 UTC.

The requested start date was Thursday, 13 January 2022 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 13-day, 20-hour, 28-minute period from Thursday, 30 December 2021 at 01:32 UTC to Wednesday, 12 January 2022 at 22:00 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:
[720] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-the-news-media/
[702] https://www.pewresearch.org/2022/01/05/trust-in-america-how-do-americans-view-economic-inequality/
[700] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-the-police/
[553] https://www.pewresearch.org/2022/01/05/trust-in-america-in-the-age-of-covid-19-do-americans-trust-science/
[432] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-their-elections/
[27] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/17/new-rules-to-protect-endangered-right-whales-fall-short?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_rightwhales____video_&utm_term=___
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/07/by-better-protecting-vast-public-lands-us-could-advance-fight-against-climate-change
[13] https://www.smallbizlabs.com/2021/12/pew-research-on-the-state-of-the-gig-economy-in-2021.html
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/top-10-nature-images-of-2021-undersea-treasures-historic-sites-and-reasons-for-hope?utm_campaign=conservation_pct________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/07/most-states-are-wary-of-mandating-covid-shots-for-kids

Top URLs in Tweet in G1:
[680] https://www.pewresearch.org/2022/01/05/trust-in-america-how-do-americans-view-economic-inequality/
[680] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-the-police/
[680] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-the-news-media/
[538] https://www.pewresearch.org/2022/01/05/trust-in-america-in-the-age-of-covid-19-do-americans-trust-science/
[421] https://www.pewresearch.org/2022/01/05/trust-in-america-do-americans-trust-their-elections/
[13] https://www.smallbizlabs.com/2021/12/pew-research-on-the-state-of-the-gig-economy-in-2021.html
[5] https://www.pewforum.org/2021/12/14/about-three-in-ten-u-s-adults-are-now-religiously-unaffiliated/
[5] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/
[4] https://www.cnbc.com/2021/12/29/millennials-lead-shift-away-from-organized-religion-as-pandemic-tests-faith.html
[4] https://www.pewresearch.org/fact-tank/2022/01/04/a-look-back-at-americans-reactions-to-the-jan-6-riot-at-the-u-s-capitol/

Top URLs in Tweet in G2:
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/07/most-states-are-wary-of-mandating-covid-shots-for-kids
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/05/census-recounts-fail-to-account-for-covid-chaos-cities-say
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/04/more-americans-can-use-food-stamps-for-restaurants-prepared-meals
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/12/federal-aid-is-propping-up-child-care-it-isnt-a-long-term-fix
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/01/10/kids-who-lost-parents-to-covid-deserve-help-advocates-say
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/07/by-better-protecting-vast-public-lands-us-could-advance-fight-against-climate-change
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/06/bill-to-protect-grand-canyon-area-from-mining-and-other-threats-gains-support
[3] https://t.co/n7duakGRGi
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/06/telehealth-can-lower-barriers-to-buprenorphine-treatment-for-opioid-use-disorder
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/07/why-veterans-with-gi-bill-benefits-still-take-out-student-loans

Top URLs in Tweet in G3:
[27] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/17/new-rules-to-protect-endangered-right-whales-fall-short?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_rightwhales____video_&utm_term=___
[12] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/top-10-nature-images-of-2021-undersea-treasures-historic-sites-and-reasons-for-hope?utm_campaign=conservation_pct________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/13/experts-share-ideas-for-improving-conservation-in-chilean-patagonia?utm_campaign=conservation_chpt________&utm_source=twitter_environment&utm_medium=social&utm_content=article_canbeexample____quotetile_&utm_term=___
[4] 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=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/18/new-research-shows-the-5-governments-funding-most-distant-water-fishing-and-the-harm-it-causes?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_wtobestway____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/18/new-research-shows-the-5-governments-funding-most-distant-water-fishing-and-the-harm-it-causes?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_wtobestway____stattile_&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________&utm_source=twitter_environment&utm_medium=social&utm_content=video_canbeexample____video_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/10/new-science-shows-how-us-can-better-protect-sage-grouse?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____gif_&utm_term=___
[2] https://www.washingtonpost.com/climate-environment/2021/12/14/climate-change-arctic-antarctic-poles/?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=3rdparty_protectsouthern____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2018/02/global-transshipment?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G4:
[1] https://trib.al/gmH6s8C
[1] https://on.msnbc.com/3mZ32WB
[1] https://trib.al/yBGRkiS
[1] https://trib.al/RgugapK
[1] https://trib.al/hUuiuOq
[1] https://trib.al/WPDRnzG

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/fact-tank/2016/03/08/in-israel-jews-are-united-by-homeland-but-divided-into-very-different-groups/

Top URLs in Tweet in G6:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/03/25/republican-wave-of-voting-restrictions-swells
[1] https://prowhiteparty.wordpress.com/2021/12/03/pew-research-study-56-of-young-liberal-white-women-have-mental-illness/
[1] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top URLs in Tweet in G8:
[11] https://www.pewresearch.org/fact-tank/2021/01/15/how-lawmakers-social-media-activity-changed-in-the-days-after-the-u-s-capitol-riot/
[10] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=bufferd1915&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=buffer86eaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.infodocket.com/2022/01/07/pew-research-three-in-ten-americans-now-read-e-books/
[1] https://medium.com/pew-research-center-decoded/analyzing-international-survey-data-with-the-pewmethods-r-package-3b0b21cba607
[1] https://medium.com/pew-research-center-decoded/learning-about-locations-with-google-apis-377c4272c95f
[1] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/
[1] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=buffer744e3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/fact-tank/2022/01/06/three-in-ten-americans-now-read-e-books/?utm_content=bufferd1b94&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://newbooksnetwork.com/neha-sahgal-on-the-pew-study-religion-in-india-tolerance-and-segregation

Top URLs in Tweet in G9:
[1] https://www.allsides.com/news-source/pew-research

Top Domains
Top Domains in Tweet in Entire Graph:
[3290] pewresearch.org
[289] pewtrusts.org
[39] twitter.com
[18] pewforum.org
[13] smallbizlabs.com
[12] cnbc.com
[10] t.co
[9] washingtontimes.com
[8] answersingenesis.org
[7] medium.com

Top Domains in Tweet in G1:
[3063] pewresearch.org
[16] twitter.com
[15] pewtrusts.org
[13] smallbizlabs.com
[7] pewforum.org
[6] cnbc.com
[4] pewsocialtrends.org
[3] gettr.com
[3] ministrywatch.com
[3] single-sourcing.com

Top Domains in Tweet in G2:
[178] pewtrusts.org
[10] t.co
[7] pewresearch.org
[4] twitter.com
[1] pew.org
[1] route-fifty.com
[1] nj.com
[1] youtube.com

Top Domains in Tweet in G3:
[74] pewtrusts.org
[2] washingtonpost.com

Top Domains in Tweet in G4:
[5] trib.al
[1] msnbc.com

Top Domains in Tweet in G5:
[1] pewresearch.org

Top Domains in Tweet in G6:
[1] pewtrusts.org
[1] wordpress.com
[1] washingtontimes.com

Top Domains in Tweet in G8:
[32] pewresearch.org
[2] infodocket.com
[2] medium.com
[1] newbooksnetwork.com
[1] pewtrusts.org
[1] termometropolitico.it
[1] cnbc.com

Top Domains in Tweet in G9:
[1] allsides.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[239] china
[160] taiwan
[155] us
[29] usdemocracy
[25] opioid
[16] iccat
[16] transshipment
[14] stopfundingoverfishing
[11] covid19
[9] research



Top Hashtags in Tweet in G1:
[5] politics
[4] cannabis
[4] books
[4] borderobserver
[3] covid19
[3] pandemic
[2] usa
[2] marijuana
[2] genz
[2] businessstrategy

Top Hashtags in Tweet in G2:
[25] opioid
[7] covid19
[5] publichealth
[5] philadelphia
[4] antibiotics
[4] opioids
[4] january6th
[3] legaltech
[3] america
[3] massincarceration

Top Hashtags in Tweet in G3:
[15] iccat
[15] transshipment
[14] stopfundingoverfishing
[7] antarctica
[2] iuufishing
[1] pewmarinefellow
[1] climatechange
[1] bluenature
[1] southernocean
[1] callonccamlr

Top Hashtags in Tweet in G6:
[1] gopvotersuppression
[1] votingrightsact
[1] endthefilibuster

Top Hashtags in Tweet in G7:
[239] china
[160] taiwan
[155] us

Top Hashtags in Tweet in G8:
[2] studentdebt
[2] sondaggio
[2] millennials
[1] socialmedia
[1] txsocialmedia
[1] religion

Top Words
Top Words in Tweet in Entire Graph:
[5536] trust
[4684] research
[4645] pew
[3577] americans
[3136] america
[838] center
[826] news
[799] media
[736] economic
[719] police

Top Words in Tweet in G1:
[5325] trust
[3260] pew
[3257] research
[3060] americans
[3005] america
[692] news
[686] media
[682] police
[682] view
[681] economic

Top Words in Tweet in G2:
[118] pewtrusts
[66] health
[63] pewstates
[62] states
[52] more
[50] use
[50] state
[48] access
[44] treatment
[42] covid

Top Words in Tweet in G3:
[241] pewenvironment
[73] one
[72] subsidies
[71] populations
[66] provide
[65] images
[64] waters
[64] fish
[61] billion
[58] 22

Top Words in Tweet in G4:
[244] pew
[244] research
[240] maddowblog
[240] president
[240] best
[239] center
[239] americans
[239] 40
[239] years
[238] last

Top Words in Tweet in G5:
[9] gazellagazella
[8] mikey007007
[8] bervamrojavi
[8] pew
[8] research
[7] manoraic
[7] robertleffel
[7] raiya_zak
[7] samloyal23
[7] ngscott_nz

Top Words in Tweet in G6:
[23] americans
[23] poll
[14] april
[11] pew
[11] research
[11] support
[8] institute
[7] 2021
[7] lib
[7] trusted

Top Words in Tweet in G7:
[320] govt
[244] people
[160] #china's
[160] lifted
[160] 850
[160] satisfaction
[159] million
[158] poverty
[157] polling
[155] #us

Top Words in Tweet in G8:
[69] research
[54] pew
[42] center
[37] pewresearch
[29] 2021
[29] striking
[29] findings
[27] year
[24] past
[14] media

Top Words in Tweet in G9:
[2] pew
[2] research
[2] carlyelehwald
[2] izmks16
[2] jdd2169
[2] ghost321
[2] viper169a
[2] vanessa76_1
[2] chinajoe1000
[2] bustedrims1

Top Words in Tweet in G10:
[3] furcopalypse
[3] browneaglewings
[3] huntersartwork
[3] librastargazer_
[3] synyster63
[3] mistressredwasp
[3] topleveltroll3
[2] minnesotaexpat
[2] palusoson
[2] news

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4538] pew,research
[3107] trust,america
[3105] research,trust
[2553] america,americans
[2407] americans,trust
[835] research,center
[723] news,media
[720] trust,news
[702] americans,view
[702] view,economic

Top Word Pairs in Tweet in G1:
[3244] pew,research
[3000] trust,america
[2998] research,trust
[2461] america,americans
[2320] americans,trust
[682] news,media
[680] americans,view
[680] view,economic
[680] economic,inequality
[680] trust,police

Top Word Pairs in Tweet in G2:
[32] mental,health
[17] covid,19
[16] good,news
[14] use,disorder
[13] health,crises
[13] substance,use
[13] #opioid,use
[12] pew,research
[11] pandemic,drove
[11] drove,home

Top Word Pairs in Tweet in G3:
[64] fish,populations
[58] 22,billion
[47] seagrasses,provide
[47] provide,critical
[47] critical,habitat
[47] habitat,hundreds
[47] hundreds,species
[47] species,marine
[47] marine,life
[47] life,images

Top Word Pairs in Tweet in G4:
[244] pew,research
[239] research,center
[239] 40,years
[238] maddowblog,pew
[238] president,last
[238] last,40
[238] best,job
[237] center,asked
[237] asked,americans
[237] americans,president

Top Word Pairs in Tweet in G5:
[6] outriderted,gazellagazella
[6] gazellagazella,manoraic
[6] manoraic,bervamrojavi
[6] bervamrojavi,robertleffel
[6] robertleffel,raiya_zak
[6] raiya_zak,samloyal23
[6] samloyal23,ngscott_nz
[6] pew,research
[5] mikey007007,outriderted
[4] kppotatoes,corjoy

Top Word Pairs in Tweet in G6:
[14] poll,americans
[14] americans,april
[11] pew,research
[7] 2021,lib
[7] lib,trusted
[7] march,ap
[7] ap,norc
[7] norc,poll
[7] april,cnn
[7] cnn,poll

Top Word Pairs in Tweet in G7:
[160] #china's,govt
[160] govt,lifted
[160] lifted,850
[159] 850,million
[159] million,people
[158] people,poverty
[157] poverty,polling
[155] polling,#us
[143] #us,based
[126] iamjohnoliver,#china's

Top Word Pairs in Tweet in G8:
[52] pew,research
[42] research,center
[29] center,striking
[24] findings,past
[22] past,year
[15] striking,findings
[14] 2021,draws
[14] draws,close
[14] close,pew
[14] striking,research

Top Word Pairs in Tweet in G9:
[2] pew,research
[2] carlyelehwald,izmks16
[2] izmks16,jdd2169
[2] jdd2169,ghost321
[2] ghost321,viper169a
[2] viper169a,vanessa76_1
[2] vanessa76_1,chinajoe1000
[2] chinajoe1000,bustedrims1
[2] bustedrims1,tj2020landslide

Top Word Pairs in Tweet in G10:
[3] furcopalypse,browneaglewings
[3] browneaglewings,huntersartwork
[3] huntersartwork,librastargazer_
[3] librastargazer_,synyster63
[3] synyster63,mistressredwasp
[3] mistressredwasp,topleveltroll3
[2] minnesotaexpat,furcopalypse
[2] topleveltroll3,palusoson

Top Replied-To
Top Replied-To in Entire Graph:
@james54008
@pingpu_per
@uajdx14
@laorenchanna
@mikey007007
@footballksu
@thomasbuster
@stockplug1
@newbamboocity
@_mtlfenix

Top Replied-To in G2:
@smerconish

Top Replied-To in G4:
@msnbc
@joepann

Top Replied-To in G5:
@mikey007007
@free2smile1
@nkippur
@manoraic
@iamsalanor

Top Replied-To in G6:
@biblejohn1135
@battino4senate
@occupydemocrats
@leadermcconnell
@senatedems
@heritage
@sen_joemanchin
@stengel
@drdeblk
@kd2nfc

Top Replied-To in G7:
@james54008
@pingpu_per
@laorenchanna
@newbamboocity
@washingtonpost
@malawiflames
@secblinken
@bitbased
@seansu
@kamunt

Top Replied-To in G8:
@pewresearch

Top Replied-To in G9:
@carlyelehwald

Top Replied-To in G10:
@furcopalypse

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@maddowblog
@msnbc
@iamjohnoliver
@pewtrusts
@simon_a_wood
@pewstates
@peweurope
@pewjournalism
@rukmini

Top Mentioned in G1:
@projectconsult5
@isaiahquintana_
@playboi__rt
@sahilkh701
@limitlessleila
@stigmabase

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewhealth
@mikethompsongvt
@pomonacollege
@charmillerfour
@mattvas
@cmtpitts
@pewenvironment
@kristianreports

Top Mentioned in G3:
@pewenvironment
@peweurope
@iucn
@wto
@uaustraldechile
@pewtrusts
@pewstates
@noaaocean
@conaf_minagri
@elasmoproject

Top Mentioned in G4:
@maddowblog
@msnbc
@wdraktuell
@spiegelonline
@zeitonline
@nzz

Top Mentioned in G5:
@gazellagazella
@bervamrojavi
@robertleffel
@raiya_zak
@samloyal23
@ngscott_nz
@outriderted
@manoraic
@hebmacman
@daniel85401173

Top Mentioned in G6:
@leadermcconnell
@jimlikesbb
@angryfleas
@occupydemocrats
@cathyjoegpt
@biblejohn1135
@sensusancollins
@lisamurkowski
@mittromney
@pewtrusts

Top Mentioned in G7:
@iamjohnoliver
@simon_a_wood
@lastweektonight
@enriqterceiro
@james54008
@danzwku
@pingpu_per
@laorenchanna
@purushva
@newbamboocity

Top Mentioned in G8:
@pewresearch
@imsonoshah
@pewmethods
@paulkbiba
@pewjournalism
@ebookfriendly
@drrajbalkaran
@sahgaln
@newbooksnetwork
@newamericaed

Top Mentioned in G9:
@izmks16
@jdd2169
@ghost321
@viper169a
@vanessa76_1
@chinajoe1000
@bustedrims1
@tj2020landslide
@reaipatriots
@4_joc1

Top Mentioned in G10:
@browneaglewings
@huntersartwork
@librastargazer_
@synyster63
@mistressredwasp
@topleveltroll3
@minnesotaexpat
@furcopalypse
@palusosonny

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@robinsnewswire
@paijwar
@69nicebot69
@_redfrog
@yarosisnancy
@cota3143
@coopmike48
@complaymentdo

Top Tweeters in G1:
@robinsnewswire
@paijwar
@cota3143
@wildwillow65
@leggotunglei
@chronlaw
@stigmabase
@infocisels
@radionovesei96
@southerngemgal

Top Tweeters in G2:
@_redfrog
@coopmike48
@dgendvil
@artificialbra1n
@eilonwy24
@suzanneinlgb
@peacepox
@brianpiero
@jhdjane
@smartecocity

Top Tweeters in G3:
@yarosisnancy
@lorettabower3
@ana_captures
@amyharlib
@akaxochi
@lindadoherty4
@bravosabre
@dede17_86
@hl10pm
@badruddeen

Top Tweeters in G4:
@oldlady12345
@govkhan
@dsochoa
@aclaysuper
@djradar
@dianacialino
@covfefetwaffle
@rodbamberry
@oldsoutherndem
@suptmoran

Top Tweeters in G5:
@th2shay
@kppotatoes
@wurzel260654
@matthewbadass2
@scripteladora
@raiya_zak
@husseinbrasil
@michael__baskin
@nkippur
@havetstorm

Top Tweeters in G6:
@cathyjoegpt
@vincegottalotta
@deborahkemp3
@jimaw63
@heritage
@hrt6017
@lostandlovinit
@trevors241
@occupydemocrats
@famoussheymus

Top Tweeters in G7:
@washingtonpost
@paulmcclintock
@simon_a_wood
@lastmedic
@kamunt
@google
@christinelu
@timmaddog
@malawiflames
@poboypod

Top Tweeters in G8:
@rosenchild
@miss_placed_
@cnbc
@hubbucket
@dihuang
@stem_nastics
@tarekfatah
@elinsilveous
@helloeuromat
@sweety06821430

Top Tweeters in G9:
@thereseosulliv2
@klee34036780
@bigbrothernut
@shrekthepunk
@chrisg409ubc
@tj2020landslide
@izmks16
@vanessa76_1
@jdd2169
@aimhighffw

Top Tweeters in G10:
@ladyoftheocean1
@instinctnaturel
@angel_13_rising
@holeinthehead2
@emma34770971
@teekeemon
@imvala
@rushvillerockit
@lisanicholo
@alshadowdancer


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