pew research, Twitter, 2/17/2022 3:23:34 AM, 271778
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pew research_2022-02-16_19-07-56.xlsx
pew research_2022-02-16_19-07-56.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2022
Short Description:
pew research via NodeXL https://bit.ly/3oU2HWj
@pewtrusts
@pewstates
@pewenvironment
@pewresearch
@feistyliblady
@kim__washington
@theonion
@2dianaadams
@potus
@poguemoran

Top hashtags:
#afpgraphics
#yestouniform_notohijab
#heartmonth
#covid19
#oneoceansummit

Description:
Description
The graph represents a network of 4,201 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, 17 February 2022 at 03:12 UTC.

The requested start date was Thursday, 17 February 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, 20-minute period from Thursday, 03 February 2022 at 01:39 UTC to Wednesday, 16 February 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 : 4201
Unique Edges : 2351
Edges With Duplicates : 4694
Total Edges : 7045
Number of Edge Types : 5
Tweet : 762
Retweet : 2086
MentionsInRetweet : 2415
Replies to : 493
Mentions : 1289
Self-Loops : 781
Reciprocated Vertex Pair Ratio : 0.0193326271186441
Reciprocated Edge Ratio : 0.0379319303715251
Connected Components : 917
Single-Vertex Connected Components : 411
Maximum Vertices in a Connected Component : 1065
Maximum Edges in a Connected Component : 2452
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.44093
Graph Density : 0.000218145339545006
Modularity : 0.563465
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,201 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, 17 February 2022 at 03:12 UTC.

The requested start date was Thursday, 17 February 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, 20-minute period from Thursday, 03 February 2022 at 01:39 UTC to Wednesday, 16 February 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:
[83] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331?utm_campaign=TheOnion&utm_content=1644522373&utm_medium=SocialMarketing&utm_source=twitter
[26] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/04/tracking-marine-megafauna-can-guide-more-effective-ocean-conservation
[26] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/scientists-at-work-the-big-idea-between-a-small-fish-and-heart-disease?utm_campaign=trends_atf___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____stattile_&utm_term=___
[21] https://www.pewresearch.org/fact-tank/2022/01/19/recent-surge-in-u-s-drug-overdose-deaths-has-hit-black-men-the-hardest/
[17] https://www.businessinsider.com/remote-workers-interested-in-working-from-home-pew-research-survey-2022-2
[15] https://www.pewforum.org/2021/06/29/religious-clothing-and-personal-appearance/
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/11/educators-warn-bills-to-give-parents-more-power-could-push-teachers-out
[11] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/09/why-state-leaders-from-both-parties-are-cutting-taxes
[9] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/02/drug-arrests-stayed-high-even-as-imprisonment-fell-from-2009-to-2019

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[5] https://www.pewresearch.org/fact-tank/2022/02/03/u-s-hispanic-population-continued-its-geographic-spread-in-the-2010s/
[5] https://www.pewresearch.org/fact-tank/2022/02/15/nearly-a-quarter-of-americans-get-news-from-podcasts/
[5] https://www.businessinsider.com/remote-workers-interested-in-working-from-home-pew-research-survey-2022-2?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.businessinsider.com/remote-workers-interested-in-working-from-home-pew-research-survey-2022-2
[4] https://www.pewresearch.org/fact-tank/2022/02/10/one-year-in-biden-job-approval-down-among-black-protestants-other-christians-and-religious-nones/
[3] https://www.pewresearch.org/politics/2022/02/02/publics-views-of-supreme-court-turned-more-negative-before-news-of-breyers-retirement/
[3] https://www.pewresearch.org/internet/2022/02/07/6-altering-reality/
[3] https://www.globaldiasporanews.com/2-building-better-spaces-pew-research-center/
[3] https://www.globaldiasporanews.com/acknowledgments-pew-research-center-28/

Top URLs in Tweet in G2:
[24] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/scientists-at-work-the-big-idea-between-a-small-fish-and-heart-disease?utm_campaign=trends_atf___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____stattile_&utm_term=___
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/09/why-state-leaders-from-both-parties-are-cutting-taxes
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/11/educators-warn-bills-to-give-parents-more-power-could-push-teachers-out
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/08/americas-largest-banks-make-major-overdraft-changes-that-will-help-consumers
[8] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/02/how-the-pandemic-has-affected-philadelphias-economy-and-jobs
[7] https://www.pewtrusts.org/en/research-and-analysis/reports/2018/12/10/how-counties-can-use-evidence-based-policymaking-to-achieve-better-outcomes
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/04/tracking-marine-megafauna-can-guide-more-effective-ocean-conservation
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/07/government-wage-growth-lags-private-sector-by-largest-margin-on-record
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/04/retirements-cut-ranks-of-scarce-frontline-workers
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/02/03/fraudsters-set-to-pounce-on-massive-infrastructure-money

Top URLs in Tweet in G3:
[20] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/04/tracking-marine-megafauna-can-guide-more-effective-ocean-conservation
[5] 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/2022/02/08/part-i-the-state-of-our-ocean-with-callum-roberts?utm_campaign=conservation_atf_oceans__opp2022_____&utm_source=twitter_environment&utm_medium=social&utm_content=podcast_oceanthemeone____none_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/12/2022-brings-new-conservation-challenges-and-opportunities?utm_campaign=conservation_cs________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/31/louisiana-seeks-reserve-to-help-stem-coastal-wetlands-declines?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_nerrs____photo_&utm_term=___
[3] https://www.vice.com/en/article/z3nypx/extreme-heat-is-the-new-normal-in-earths-oceans-study-warns?utm_campaign=conservation_olhs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/27/new-research-identifies-ecologically-important-forest-lands-in-northeastern-utah?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/04/tracking-marine-megafauna-can-guide-more-effective-ocean-conservation?utm_campaign=conservation_pmf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=expert_dataforconservation____linkcard_&utm_term=___quote
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/08/30/a-new-treaty-to-protect-the-high-seas-a-latin-american-perspective?&utm_campaign=conservation_olhs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____quotetile_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/10/remote-french-overseas-territory-provides-huge-opportunity-for-marine-conservation?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpasneeded____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[3] https://www.forbes.com/sites/alisondurkee/2022/02/15/americans-have-even-less-trust-in-scientists-now-than-pre-pandemic-poll-finds-especially-among-republicans/?utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[2] https://www.forbes.com/sites/marisadellatto/2022/02/11/most-black-americans-learn-history-from-family-and-friends-not-school-poll-finds/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[1] https://www.forbes.com/sites/zacharysmith/2022/02/02/supreme-court-increasingly-seen-as-conservative-and-too-powerful-poll-finds/?utm_source=TWITTER&utm_medium=social&utm_campaign=forbes
[1] https://www.forbes.com/sites/zacharysmith/2022/02/08/fewer-americans-blame-trump-for-capitol-riot-now--democrats-included/?utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter&utm_medium=social
[1] https://www.forbes.com/sites/alisondurkee/2022/02/09/majority-of-americans-find-cdcs-changing-covid-guidance-confusing-poll-finds-amid-new-mask-questions/?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[1] https://twitter.com/Rasmussen_Poll/status/1491852971012870153?s=20&t=IcUExMec7KoYx-uGW4DcZg
[1] https://twitter.com/SameeraKhan/status/1491885523744575503

Top URLs in Tweet in G6:
[5] https://www.aaihs.org/online-forum-with-pew-research-on-black-religious-affiliation/?utm_source=rss&utm_medium=rss&utm_campaign=online-forum-with-pew-research-on-black-religious-affiliation

Top URLs in Tweet in G8:
[83] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331?utm_campaign=TheOnion&utm_content=1644522373&utm_medium=SocialMarketing&utm_source=twitter
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/scientists-at-work-the-big-idea-between-a-small-fish-and-heart-disease?utm_campaign=trends_atf___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____stattile_&utm_term=___
[1] https://www.pewresearch.org/fact-tank/2021/10/26/growing-share-of-americans-say-they-want-more-spending-on-police-in-their-area/
[1] https://www.usatoday.com/story/news/politics/2021/03/07/usa-today-ipsos-poll-just-18-support-defund-police-movement/4599232001/
[1] https://slate.com/news-and-politics/2021/10/police-reform-polls-white-black-crime.html
[1] https://www.businessinsider.com/defund-the-police-polling-public-support-drop-democrats-pew-research-2021-10
[1] https://www.pbs.org/wgbh/frontline/article/minneapolis-voters-want-police-reform-not-fewer-cops-minnesota-poll/
[1] https://news3lv.com/amp/news/nation-world/three-out-of-four-people-say-defunding-police-is-a-reason-for-surging-crime-poll-says
[1] https://www.cincinnati.com/story/opinion/2021/08/02/opinion-public-holds-varying-views-defunding-police/5387329001/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/fact-tank/2019/06/11/only-2-of-federal-criminal-defendants-go-to-trial-and-most-who-do-are-found-guilty/
[1] https://ropercenter.cornell.edu/ipoll/study/31117262
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/12/01/once-ignored-promises-to-tribes-could-change-the-environmental-landscape

Top URLs in Tweet in G10:
[1] https://twitter.com/Ikejackson/status/1489150974388224000

Top Domains
Top Domains in Tweet in Entire Graph:
[394] pewtrusts.org
[209] pewresearch.org
[83] theonion.com
[48] twitter.com
[38] pewforum.org
[27] businessinsider.com
[18] globaldiasporanews.com
[14] aaihs.org
[10] forbes.com
[10] com.ar

Top Domains in Tweet in G1:
[85] pewresearch.org
[25] pewtrusts.org
[20] twitter.com
[18] globaldiasporanews.com
[11] businessinsider.com
[9] weinbergerlawgroup.com
[5] pewforum.org
[4] pewsocialtrends.org
[3] linkedin.com
[3] trib.al

Top Domains in Tweet in G2:
[245] pewtrusts.org
[3] twitter.com
[3] infoready4.com
[1] pew.org
[1] pewresearch.org
[1] ncsc.org

Top Domains in Tweet in G3:
[57] pewtrusts.org
[5] vice.com
[1] theguardian.com
[1] yahoo.com

Top Domains in Tweet in G5:
[8] forbes.com
[2] twitter.com

Top Domains in Tweet in G6:
[5] aaihs.org

Top Domains in Tweet in G8:
[83] theonion.com
[1] pewtrusts.org
[1] pewresearch.org
[1] usatoday.com
[1] slate.com
[1] businessinsider.com
[1] pbs.org
[1] news3lv.com
[1] cincinnati.com

Top Domains in Tweet in G9:
[1] pewresearch.org
[1] cornell.edu
[1] pewtrusts.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[155] afpgraphics
[42] yestouniform_notohijab
[26] heartmonth
[23] covid19
[22] oneoceansummit
[19] philadelphia
[13] statisense
[10] opioid
[9] divorce
[9] graydivorce



Top Hashtags in Tweet in G1:
[9] divorce
[9] graydivorce
[9] familylaw
[6] divorcesupport
[4] politics
[3] republican
[3] usa
[3] america
[3] 1a
[3] 2a

Top Hashtags in Tweet in G2:
[24] heartmonth
[18] philadelphia
[9] covid19
[4] philly
[4] phillly
[4] omicron
[3] conservation
[3] suicide
[3] screenings
[3] depression

Top Hashtags in Tweet in G3:
[22] oneoceansummit
[5] stopfundingoverfishing
[5] highseas
[4] worldwetlandsday
[3] nerrs
[3] pewmarinefellow
[2] transshipment
[2] bluecarbon
[2] iheartestuaries
[2] 30x30

Top Hashtags in Tweet in G4:
[153] afpgraphics

Top Hashtags in Tweet in G5:
[1] afpgraphics

Top Hashtags in Tweet in G6:
[1] defenddemocracy
[1] freshwords
[1] equalpay
[1] wagegap
[1] genderequality

Top Hashtags in Tweet in G7:
[13] statisense

Top Hashtags in Tweet in G8:
[1] heartmonth

Top Hashtags in Tweet in G10:
[1] whoopigoldberg

Top Words
Top Words in Tweet in Entire Graph:
[2183] research
[2132] pew
[1083] center
[689] according
[475] americans
[364] more
[326] china
[295] survey
[264] black
[258] 15

Top Words in Tweet in G1:
[457] pew
[437] research
[306] center
[154] according
[126] americans
[113] survey
[81] home
[81] released
[80] still
[79] time

Top Words in Tweet in G2:
[212] pewtrusts
[139] pewstates
[127] more
[110] states
[82] pay
[70] failure
[68] state
[65] fees
[63] licenses
[62] 15

Top Words in Tweet in G3:
[156] pewenvironment
[91] ocean
[66] protections
[65] coastal
[62] research
[61] marine
[55] mangroves
[55] further
[53] wetlands
[49] beyond

Top Words in Tweet in G4:
[306] china
[153] difference
[153] years
[153] trends
[153] opinions
[153] #afpgraphics
[153] charts
[153] viewed
[153] different
[153] countries

Top Words in Tweet in G5:
[104] forbes
[99] americans
[76] covid
[61] 19
[57] pandemic
[55] 2019
[53] less
[53] confidence
[53] scientists
[53] before

Top Words in Tweet in G6:
[110] pew
[110] research
[105] center
[82] poll
[82] shows
[82] half
[82] gop
[82] believes
[82] tfg
[82] blame

Top Words in Tweet in G7:
[180] statisense
[148] christians
[90] religion
[83] 15
[80] brazil
[77] 31
[77] muslims
[77] unaffiliated
[75] world
[74] united

Top Words in Tweet in G8:
[84] study
[83] resigned
[83] pew
[83] research
[83] fucking
[83] clue
[83] going
[83] 15
[83] americans
[82] theonion

Top Words in Tweet in G9:
[14] pew
[14] research
[9] million
[8] inflation
[7] potus
[7] republican
[7] percent
[5] increase
[4] average
[4] another

Top Words in Tweet in G10:
[96] research
[79] white
[78] pew
[78] jews
[77] center
[77] self
[77] identify
[75] according
[75] 94
[57] recognition

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1977] pew,research
[1069] research,center
[358] according,pew
[157] countries,according
[155] difference,years
[155] years,trends
[155] trends,opinions
[155] opinions,china
[155] china,#afpgraphics
[155] #afpgraphics,charts

Top Word Pairs in Tweet in G1:
[423] pew,research
[302] research,center
[77] working,home
[75] according,survey
[75] survey,released
[74] americans,jobs
[74] jobs,done
[74] done,remotely
[74] remotely,59
[74] 59,still

Top Word Pairs in Tweet in G2:
[63] fees,more
[62] 15,states
[61] states,banned
[61] banned,suspension
[61] licenses,failure
[61] failure,pay
[61] pay,fines
[61] fines,fees
[61] more,follow
[61] follow,suit

Top Word Pairs in Tweet in G3:
[51] coastal,wetlands
[48] see,expansion
[48] expansion,mangroves
[48] mangroves,further
[48] further,protections
[48] protections,coastal
[48] wetlands,2022
[48] 2022,beyond
[45] pewenvironment,see
[40] beyond,habitats

Top Word Pairs in Tweet in G4:
[153] difference,years
[153] years,trends
[153] trends,opinions
[153] opinions,china
[153] china,#afpgraphics
[153] #afpgraphics,charts
[153] charts,china
[153] china,viewed
[153] viewed,different
[153] different,countries

Top Word Pairs in Tweet in G5:
[79] forbes,americans
[61] covid,19
[53] americans,less
[53] less,confidence
[53] confidence,scientists
[53] scientists,before
[53] before,covid
[53] 19,pandemic
[53] pandemic,began
[53] began,2019

Top Word Pairs in Tweet in G6:
[110] pew,research
[105] research,center
[82] center,poll
[82] poll,shows
[82] shows,half
[82] half,gop
[82] gop,believes
[82] believes,tfg
[82] tfg,blame
[82] blame,jan

Top Word Pairs in Tweet in G7:
[74] united,states
[58] major,religion
[58] religion,composition
[56] statisense,major
[47] christians,31
[47] 31,muslims
[46] unaffiliated,15
[46] 15,hindus
[42] 10,countries
[37] composition,world

Top Word Pairs in Tweet in G8:
[83] resigned,pew
[83] pew,research
[83] research,study
[83] study,fucking
[83] fucking,clue
[83] clue,going
[83] going,15
[83] 15,americans
[82] theonion,resigned

Top Word Pairs in Tweet in G9:
[14] pew,research
[4] research,center
[3] propaganda,pew
[3] research,inflation
[3] inflation,average
[3] average,wage
[3] wage,increases
[3] another,republican
[3] once,justice
[3] justice,department

Top Word Pairs in Tweet in G10:
[78] pew,research
[77] research,center
[77] jews,self
[77] identify,white
[75] according,pew
[75] center,94
[75] 94,jews
[75] self,identify
[57] white,recognition
[57] recognition,findings

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@statisense
@pewenvironment
@afp
@pewstates
@forbes
@theonion
@feistyliblady
@sudeepsudhakrn
@brotherdemetric

Top Mentioned in G1:
@weinbergerlaw
@toriimacdaddy
@artshacker
@limitlessleila
@churchlead
@dhar_babu_sahab
@hillbeverlyhill
@thelibertyloft
@darrylmhilmy
@seashelldigital

Top Mentioned in G2:
@pewtrusts
@pewstates
@allen_tonya
@aallyahpatrice
@mcknightfdn
@gwpublichealth
@drleanawen
@efsinsidescoop
@drugpolicyorg
@pewhealth

Top Mentioned in G3:
@pewenvironment
@peweurope
@politamiami
@montereyaq
@ernestowcoutts
@wto
@beckyferreira
@silvestrumca
@ubbze
@profcallum

Top Mentioned in G4:
@afp

Top Mentioned in G5:
@forbes
@rasmussen_poll
@afp

Top Mentioned in G6:
@feistyliblady
@anet2111
@dukeaaas
@pewstates

Top Mentioned in G7:
@statisense

Top Mentioned in G8:
@theonion
@pewtrusts
@realspencergray
@blake_allen13
@ethannichols02

Top Mentioned in G9:
@potus
@truthsearch1957
@jeffersonchgo
@npr
@msnbc
@thejusticedept
@joebiden
@thomaso75772399
@leftnotright
@jessea1986

Top Mentioned in G10:
@brotherdemetric
@victor_foi_1930
@whoopigoldberg
@ikejackson

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@kompascom
@mistersalesman
@tradermarcocost
@cyberanonymous
@69nicebot69
@nobby15
@aaolion
@chrisbrey1
@httweets

Top Tweeters in G1:
@kompascom
@mistersalesman
@aluizcosta
@bmangh
@jimmyroybloom
@webnowcompany
@shehzadyounis
@pfanderson
@gregorydevans
@ncsventures

Top Tweeters in G2:
@unlewis
@tallyannae
@johnapp63499667
@mary_swilling
@sullyanne1
@andrea_51544005
@suzanneinlgb
@akaxochi
@longfellowjean
@danwibg

Top Tweeters in G3:
@willseattle
@haltaq
@mr_spock
@watchdogsniffer
@hullfair
@bravosabre
@dede17_86
@thereisanocean
@whysharksmatter
@bagaluesunab

Top Tweeters in G4:
@rashidaldosari
@nobby15
@souzaeluam
@1atsuhimerose2
@paulwiggins
@indiasbigdebate
@lekh27
@glaciarblue
@afp
@pikarasukaru

Top Tweeters in G5:
@cyberanonymous
@therezafontoura
@paulsorrentino3
@lelkan
@haolethai
@skyebright8
@forbes
@greenurlifenow
@balloon1aaa
@tarciana

Top Tweeters in G6:
@mikereesem
@edgeoforever
@mrtachilles
@rojorurba002
@salvadacchino1
@kathleerowlands
@resistersis20
@beansi50
@lkhtexas
@trudygonzales

Top Tweeters in G7:
@ezxmuoh
@iam_ogd
@ay_bkini
@magarya
@tajudine2013
@nrs_xquizite
@tickin_clocks
@ihmcleancare
@taiwasc
@manlikeohi

Top Tweeters in G8:
@boris3324
@plankysmith
@paulmick
@moontiger5735
@robertcaruso
@krtgrphr
@bezllama
@alexkporell
@theeunseenghost
@ashfallen0

Top Tweeters in G9:
@hellokarma2021
@leftnotright
@reneemccone
@msnbc
@birdseye1
@npr
@sandraclunie
@marvin_hill123
@kas22_kaarinn_s
@truthsearch1957

Top Tweeters in G10:
@lyricundertaker
@calvinmuhammad1
@shanayemuhammad
@abdulshakur41
@jmuhd1
@w1seone25
@donald1439
@patrick_gallian
@trutawan
@kingborn8


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