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pew research_2021-06-16_19-07-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
June 17, 2021
Short Description:
pew research via NodeXL https://bit.ly/3iNiROT
@ryanstruyk
@washingtonpost
@msnbc
@pewenvironment
@kylegriffin1
@louisa_faux
@nicktolhurst
@brianklaas
@cmcknichols
@eilonwy24

Top hashtags:
#nigeria
#breaking
#votefromabroad
#waleg
#covid19
#iccat
#biden
#high

Description:
Description
The graph represents a network of 7,608 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 June 2021 at 02:29 UTC.

The requested start date was Thursday, 17 June 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 5-day, 8-hour, 44-minute period from Friday, 11 June 2021 at 13:22 UTC to Wednesday, 16 June 2021 at 22:07 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 : 7608
Unique Edges : 1562
Edges With Duplicates : 13658
Total Edges : 15220
Number of Edge Types : 5
Replies to : 346
Mentions : 960
Retweet : 6468
MentionsInRetweet : 6854
Tweet : 592
Self-Loops : 617
Reciprocated Vertex Pair Ratio : 0.00586548488008342
Reciprocated Edge Ratio : 0.0116625631722172
Connected Components : 594
Single-Vertex Connected Components : 310
Maximum Vertices in a Connected Component : 5941
Maximum Edges in a Connected Component : 12862
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.280734
Graph Density : 0.000133341267804005
Modularity : 0.477996
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 7,608 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 June 2021 at 02:29 UTC.

The requested start date was Thursday, 17 June 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 5-day, 8-hour, 44-minute period from Friday, 11 June 2021 at 13:22 UTC to Wednesday, 16 June 2021 at 22:07 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:
[1046] https://trib.al/Z8OwlJk
[140] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[54] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?tid=ss_tw
[45] https://trib.al/IPkMdot
[29] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/
[15] https://www.upi.com/Top_News/US/2021/06/11/Pew-Research-image-United-States-Biden-Trump/6271623418576/
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/14/gop-lawmakers-intensify-effort-to-ban-critical-race-theory-in-schools
[12] 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/
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/11/race-and-research-data-and-our-neighborhoods?utm_campaign=trends_atf_artsandculture__atfrace_____&utm_source=fb-li-tw_atfguest&utm_medium=social&utm_content=podcast_general____linkcard_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/11/farmworker-overtime-would-end-racist-pay-gap-lawmakers-say

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/

Top URLs in Tweet in G2:
[991] https://trib.al/Z8OwlJk
[2] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[1] https://www.dakotanewsnow.com/2021/06/11/polls-us-image-abroad-has-rebounded-since-biden-took-office/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=ksfy
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?tid=ss_tw

Top URLs in Tweet in G3:
[29] https://trib.al/Z8OwlJk
[2] https://trib.al/08wUf4l
[1] https://trib.al/oOirseC
[1] https://trib.al/yEoLPTA
[1] https://trib.al/KK9vNRo
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[1] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/

Top URLs in Tweet in G4:
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/14/gop-lawmakers-intensify-effort-to-ban-critical-race-theory-in-schools
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/11/race-and-research-data-and-our-neighborhoods?utm_campaign=trends_atf_artsandculture__atfrace_____&utm_source=fb-li-tw_atfguest&utm_medium=social&utm_content=podcast_general____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/09/atlantic-fishery-managers-have-big-opportunity-to-improve-transparency-and-prevent-illegal-fishing?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_transshipment____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/11/farmworker-overtime-would-end-racist-pay-gap-lawmakers-say
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/11/national-estuary-system-helps-power-local-economies-study-finds
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/07/ending-harmful-subsidies-could-increase-amount-of-fish-in-the-ocean-research-shows?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/07/the-underwater-world-of-giant-clams?utm_campaign=conservation_pmf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_supportresearchers____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/10/deadlier-variant-is-now-dominant-strain-of-covid-cdc-confirms
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/11/race-and-research-data-and-our-neighborhoods?utm_campaign=trends_atf_artsandculture__atfrace_____&utm_source=twitter_trusts&utm_medium=social&utm_content=podcast_data____stattile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/04/comprehensive-policies-can-improve-probation-and-parole?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____chart_&utm_term=___

Top URLs in Tweet in G5:
[7] https://trib.al/Z8OwlJk
[2] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?utm_medium=social&utm_campaign=wp_opinions&utm_source=twitter

Top URLs in Tweet in G6:
[1] https://www.thetimes.co.uk/article/f9421eb2-c9f5-11eb-b255-82dcc5007185?shareToken=b821d20a6a42f736984f0d716963b026

Top URLs in Tweet in G7:
[44] https://trib.al/IPkMdot
[9] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[9] https://trib.al/Z8OwlJk
[6] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/?utm_content=bufferb2b17&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
[2] https://www.themoscowtimes.com/2021/06/15/global-trust-in-putin-drops-to-22-pew-a74215
[2] https://trib.al/pjNWCT9
[2] https://trib.al/t16rBpk
[1] https://www.ktsm.com/news/national/foreign-confidence-in-us-president-surges-from-17-to-75-percent-after-biden-transition-survey-finds/?utm_source=t.co&utm_campaign=socialflow&utm_medium=referral
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?utm_source=rss&utm_medium=referral&utm_campaign=wp_opinions
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/#click=https://t.co/1VZtEiPAWC

Top URLs in Tweet in G8:
[79] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[31] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?tid=ss_tw
[14] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/
[6] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/#click=https://t.co/1VZtEiPAWC
[3] https://www.pewresearch.org/fact-tank/2021/06/15/unlike-other-u-s-religious-groups-most-atheists-and-agnostics-oppose-the-death-penalty/
[2] https://www.businessinsider.com/the-us-global-approval-rating-spiked-after-trump-left-office-pew-2021-6
[2] https://trib.al/Z8OwlJk
[2] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?utm_medium=email&utm_source=newsletter&wpisrc=nl_opinions&utm_campaign=wp_opinions
[2] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[2] https://citizenfreepress.com/breaking/pew-research-excludes-92-of-the-world-in-global-survey-on-trump/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G9:
[2] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/
[2] https://trib.al/Z8OwlJk
[1] https://www.washingtonpost.com/opinions/2021/06/11/pew-research-global-opinion-us-democracy/?tid=ss_tw

Top URLs in Tweet in G10:
[1] https://theintellectualist.com/2021/06/11/study-u-s-allies-no-longer-believe-the-u-s-is-a-good-model-for-democracy/?utm_source=ALE&utm_medium=ALE&utm_campaign=ALE&utm_term=ALE&utm_content=ALE
[1] https://trib.al/Z8OwlJk
[1] https://theintellectualist.com/2021/06/11/study-u-s-allies-no-longer-believe-the-u-s-is-a-good-model-for-democracy/

Top Domains
Top Domains in Tweet in Entire Graph:
[1105] trib.al
[225] washingtonpost.com
[193] pewtrusts.org
[105] pewresearch.org
[30] twitter.com
[20] upi.com
[12] carjiescott.com
[9] businessinsider.com
[6] cgtn.com
[5] youtube.com

Top Domains in Tweet in G1:
[1] washingtonpost.com

Top Domains in Tweet in G2:
[991] trib.al
[2] carjiescott.com
[2] washingtonpost.com
[1] dakotanewsnow.com

Top Domains in Tweet in G3:
[34] trib.al
[1] washingtonpost.com
[1] pewresearch.org

Top Domains in Tweet in G4:
[162] pewtrusts.org
[3] twitter.com
[3] cornell.edu
[2] hakaimagazine.com
[2] pennmedicine.org
[2] pew.org
[1] statescoop.com
[1] uw.edu
[1] aei.org
[1] washingtonpost.com

Top Domains in Tweet in G5:
[7] trib.al
[3] washingtonpost.com

Top Domains in Tweet in G6:
[1] co.uk

Top Domains in Tweet in G7:
[57] trib.al
[12] washingtonpost.com
[6] pewresearch.org
[2] themoscowtimes.com
[1] ktsm.com
[1] memeorandum.com

Top Domains in Tweet in G8:
[125] washingtonpost.com
[48] pewresearch.org
[16] twitter.com
[13] pewtrusts.org
[5] businessinsider.com
[4] apple.news
[4] trib.al
[4] tweetedtimes.com
[3] fox5ny.com
[3] linkedin.com

Top Domains in Tweet in G9:
[3] washingtonpost.com
[2] trib.al

Top Domains in Tweet in G10:
[2] theintellectualist.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[97] nigeria
[31] breaking
[15] votefromabroad
[13] waleg
[12] covid19
[11] iccat
[11] biden
[10] high
[10] highseas
[7] oceanhealth



Top Hashtags in Tweet in G3:
[1] thereidout
[1] foxnews
[1] foxandfriends

Top Hashtags in Tweet in G4:
[12] covid19
[10] highseas
[10] high
[7] riversmonth
[7] iuu
[7] oceanhealth
[7] opioid
[7] antibiotics
[6] iccat
[5] pewmarinefellow

Top Hashtags in Tweet in G6:
[4] bodiespiledhigh

Top Hashtags in Tweet in G7:
[1] end

Top Hashtags in Tweet in G8:
[4] imfenslaveskhilafahliberates
[4] lawyer
[4] attorney
[3] democracy
[3] smartnews
[3] news
[3] law
[2] republicans
[2] wealthmanagement
[2] genz

Top Words
Top Words in Tweet in Entire Graph:
[4388] pew
[4324] research
[2857] president
[2613] confidence
[2481] trump
[2220] united
[2018] 16
[2013] 10
[2000] france
[1998] germany

Top Words in Tweet in G1:
[1835] pew
[1835] research
[1833] confidence
[1833] president
[1833] germany
[1833] france
[1833] italy
[1833] sweden
[1833] canada
[1833] united

Top Words in Tweet in G2:
[998] world
[995] dysfunction
[994] horrified
[994] american
[994] democracy
[993] washingtonpost
[991] opinion
[25] president
[25] united
[23] trump

Top Words in Tweet in G3:
[828] according
[827] msnbc
[750] pew
[747] research
[721] survey
[721] released
[720] center
[719] 62
[719] favorability
[719] rating

Top Words in Tweet in G4:
[102] pewtrusts
[92] more
[87] pewenvironment
[66] research
[62] fish
[62] pewhealth
[56] fact
[54] pewstates
[51] states
[49] pew

Top Words in Tweet in G5:
[379] pew
[377] research
[370] president
[347] kylegriffin1
[347] global
[343] poll
[343] biden's
[343] election
[343] led
[343] dramatic

Top Words in Tweet in G6:
[336] nations
[333] poll
[333] confidence
[332] good
[332] thing
[332] acts
[332] proxy
[332] hard
[332] right
[332] sensibility

Top Words in Tweet in G7:
[311] brianklaas
[229] democracy
[214] trump
[174] biden
[166] allies
[165] world
[147] horrified
[147] american
[117] president
[94] democratic

Top Words in Tweet in G8:
[217] pew
[196] research
[134] center
[108] democracy
[107] world
[81] american
[69] dysfunction
[66] horrified
[64] biden
[47] opinion

Top Words in Tweet in G9:
[532] percent
[275] democracy
[272] model
[272] american
[271] see
[269] desirable
[266] 14
[266] germans
[266] countries
[266] 54

Top Words in Tweet in G10:
[125] pew
[125] research
[122] survey
[122] center
[120] recent
[98] according
[98] 62
[98] favorability
[98] rating
[97] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4213] pew,research
[2189] confidence,president
[1973] president,pew
[1971] trump,2020
[1968] 2020,germany
[1968] germany,10
[1968] 10,france
[1968] france,11
[1968] 11,italy
[1968] italy,16

Top Word Pairs in Tweet in G1:
[1835] pew,research
[1833] confidence,president
[1833] president,pew
[1832] research,trump
[1832] trump,2020
[1832] 2020,germany
[1832] germany,10
[1832] 10,france
[1832] france,11
[1832] 11,italy

Top Word Pairs in Tweet in G2:
[994] world,horrified
[994] horrified,dysfunction
[994] dysfunction,american
[994] american,democracy
[991] opinion,world
[990] washingtonpost,opinion
[22] pew,research
[21] ryanstruyk,confidence
[21] confidence,president
[21] president,pew

Top Word Pairs in Tweet in G3:
[747] pew,research
[721] according,survey
[721] survey,released
[721] released,pew
[720] research,center
[719] 62,favorability
[719] favorability,rating
[719] rating,globe
[719] globe,according
[717] msnbc,62

Top Word Pairs in Tweet in G4:
[34] more,fish
[29] protected,areas
[29] data,behind
[29] economic,mobility
[29] 2021,class
[25] fact,podcast
[25] early,career
[25] career,scientists
[24] today,welcome
[24] welcome,37

Top Word Pairs in Tweet in G5:
[377] pew,research
[343] research,global
[343] global,poll
[343] poll,biden's
[343] biden's,election
[343] election,president
[343] president,led
[343] led,dramatic
[343] dramatic,shift
[343] shift,america's

Top Word Pairs in Tweet in G6:
[332] good,thing
[332] thing,poll
[332] poll,acts
[332] acts,proxy
[332] proxy,hard
[332] hard,right
[332] right,sensibility
[332] sensibility,nations
[332] nations,confidence
[331] nicktolhurst,good

Top Word Pairs in Tweet in G7:
[155] brianklaas,allies
[147] american,democracy
[93] confidence,president
[87] allies,delighted
[87] delighted,biden
[87] biden,replaced
[87] replaced,trump
[87] trump,horrified
[87] horrified,state
[87] state,american

Top Word Pairs in Tweet in G8:
[185] pew,research
[131] research,center
[71] american,democracy
[66] world,horrified
[66] horrified,dysfunction
[65] dysfunction,american
[24] opinion,world
[21] joe,biden
[18] united,states
[16] according,pew

Top Word Pairs in Tweet in G9:
[272] american,democracy
[269] democracy,desirable
[269] desirable,model
[266] 14,percent
[266] percent,germans
[266] germans,see
[266] see,american
[266] model,countries
[266] countries,54
[266] 54,percent

Top Word Pairs in Tweet in G10:
[125] pew,research
[122] research,center
[98] 62,favorability
[98] favorability,rating
[96] according,recent
[96] recent,survey
[96] survey,pew
[96] center,62
[96] rating,around
[96] around,world

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ryanstruyk
@washingtonpost
@msnbc
@kylegriffin1
@nicktolhurst
@brianklaas
@cmcknichols
@pewtrusts
@jessicam6946
@thecableindex

Top Mentioned in G1:
@ryanstruyk
@gamemasterpow

Top Mentioned in G2:
@washingtonpost
@ryanstruyk
@thelilynews
@dakotanews_now
@joeboutit
@cubaned13
@pedal_by_pedal

Top Mentioned in G3:
@msnbc
@washingtonpost
@ryanstruyk
@portcitypisces
@leftofmainst
@kylegriffin1
@davidjplawdavid

Top Mentioned in G4:
@pewtrusts
@pewenvironment
@pewhealth
@pewstates
@andreperryedu
@keithl007
@dawill333
@oppinsights
@lilingwanlab
@colinconine

Top Mentioned in G5:
@kylegriffin1
@ryanstruyk
@msnbc
@washingtonpost
@idyllchatter
@wonkvj
@alexespind

Top Mentioned in G6:
@nicktolhurst
@thinkofthehuma1
@msnbc
@brianklaas
@ryanstruyk

Top Mentioned in G7:
@brianklaas
@postopinions
@msnbc
@ryanstruyk
@washingtonpost
@moscowtimes
@smith_jeffreyt
@nedprice
@arturo_sarukhan
@mrjoncryer

Top Mentioned in G8:
@betterknowyou
@panteradechile
@paulb0641
@lunarroot
@georgementz
@dailyproperties
@isaiahquintana_

Top Mentioned in G9:
@cmcknichols
@ryanstruyk
@brianklaas
@msnbc
@kylegriffin1
@ninabernstein1
@washingtonpost
@nicktolhurst

Top Mentioned in G10:
@jessicam6946
@aliasvaughn
@highbrow_nobrow
@ryanstruyk
@msnbc
@kylegriffin1
@cmcknichols
@brianklaas
@washingtonpost

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@rashidaldosari
@dichristine
@ecodaren
@zyiteblog
@mistersalesman
@zyitegadgets
@falconhamada_90
@federicoalves
@cagney1991

Top Tweeters in G1:
@kenkircher1
@lesleygsmith3
@katcapps
@liverpotlian
@lllwry
@briangrnotabot
@bmangh
@sba1211
@deathtocrazy
@squirrel1110

Top Tweeters in G2:
@rashidaldosari
@ecodaren
@federicoalves
@cagney1991
@derekjohnbryant
@debilu2
@lechatnoire4
@politicalbee
@jamestoupin
@fieryreddragon

Top Tweeters in G3:
@missb62
@falconhamada_90
@rjber15
@chuddles11
@rosenchild
@givemepie360
@rhiles2760
@ungubunugu1274
@britonanddane
@govsherazkhan

Top Tweeters in G4:
@coopmike48
@marthalynneowe1
@viralvideovlogs
@artificialbra1n
@nadiasindi
@suzanneinlgb
@openpodbaydoor_
@ana_captures
@jennykim
@danwibg

Top Tweeters in G5:
@rachel_mcrea
@teram323tere
@morgfair
@rowast
@maryalicebisho2
@roripierpont1
@davidpsdem
@jot_au
@jorge_c_ny
@ajgma

Top Tweeters in G6:
@sandradunn1955
@gpwriter
@cheryl_marlin
@catherinemginn
@uncleprober
@cmargaronis
@loonylaura
@safarisara
@andrewonseeair
@hacketttom

Top Tweeters in G7:
@ez4u2say_janis
@foggybottomgal
@angelakorras
@barbara96913515
@mapocoloco
@troubleddays
@aprylsmithts
@redboybroken
@lltwing
@tam_resist

Top Tweeters in G8:
@billm9
@hagiwararyu11
@chronlaw
@panteradechile
@heatherpeno
@etrafficlane
@into_ai
@fox29philly
@newyorknewart
@fox6now

Top Tweeters in G9:
@astwisa
@riskyliberal
@cnbsnana
@kristafrances
@shirfire218
@kcolaizzo
@gyggy
@angelakrebs444
@janattheocean
@kitten0409

Top Tweeters in G10:
@lindacollins11
@carollarue
@dollymad1812
@jamesisaak2
@msdixiediva8253
@nanelvisfan
@carstarr6
@serenashimaward
@crawlieswithcri
@aliasvaughn