pew research, Twitter, 6/2/2022 2:26:38 AM, 277490
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pew research_2022-06-01_18-37-04.xlsx
pew research_2022-06-01_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
June 02, 2022
Short Description:
pew research via NodeXL https://bit.ly/3MemWXo
@aleshadalin
@swati_gs
@dollymad1812
@pewtrusts
@housegop
@forbes
@straitarrow10
@gregabbott_tx
@pewenvironment
@davenewworld_2

Top hashtags:
#southernocean
#us
#mentalhealthawarenessmonth
#mham
#philadelphia
#opioid

Description:
Description
The graph represents a network of 5,655 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, 02 June 2022 at 01:40 UTC.

The requested start date was Thursday, 02 June 2022 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, 58-minute period from Thursday, 19 May 2022 at 00:01 UTC to Wednesday, 01 June 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 : 5655
Unique Edges : 3131
Edges With Duplicates : 6016
Total Edges : 9147
Number of Edge Types : 5
Mentions : 1971
Retweet : 2550
MentionsInRetweet : 2993
Replies to : 769
Tweet : 864
Self-Loops : 882
Reciprocated Vertex Pair Ratio : 0.00942307692307692
Reciprocated Edge Ratio : 0.0186702228995999
Connected Components : 1048
Single-Vertex Connected Components : 434
Maximum Vertices in a Connected Component : 655
Maximum Edges in a Connected Component : 1690
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.655734
Graph Density : 0.000164167868448024
Modularity : 0.591313
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,655 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, 02 June 2022 at 01:40 UTC.

The requested start date was Thursday, 02 June 2022 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, 58-minute period from Thursday, 19 May 2022 at 00:01 UTC to Wednesday, 01 June 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:
[38] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[25] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research
[16] https://www.pewresearch.org/fact-tank/2021/09/13/key-facts-about-americans-and-guns/
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/25/cities-back-community-land-trusts-to-protect-affordable-housing
[11] https://okcfox.com/news/local/kevin-stitt-oklahoma-abortion-fox-news-native-american-tribes-roe-wade-shannon-bream-pew-research-six-weeks
[10] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/Communications-Manager--Religion_R001637
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/27/fisheries-managers-around-the-world-should-advance-on-electronic-monitoring-programs-in-2022
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/24/as-remote-work-persists-cities-struggle-to-adapt
[8] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/23/seabed-authority-shouldnt-rush-decision-on-deep-ocean-mining?utm_campaign=conservation_smp_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G2:
[20] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research
[16] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[6] https://www.pewresearch.org/fact-tank/2021/09/13/key-facts-about-americans-and-guns/
[4] https://www.pewresearch.org/global/2022/05/25/what-do-americans-know-about-international-affairs/
[4] https://www.pewresearch.org/religion/2022/05/26/modest-warming-in-u-s-views-on-israel-and-palestinians/
[3] https://www.pewresearch.org/fact-tank/2022/03/09/majority-of-workers-who-quit-a-job-in-2021-cite-low-pay-no-opportunities-for-advancement-feeling-disrespected/
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/24/as-remote-work-persists-cities-struggle-to-adapt
[3] https://www.pewresearch.org/journalism/fact-sheet/local-newspapers/
[3] https://www.pewresearch.org/global/quiz/international-affairs-quiz/
[2] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/

Top URLs in Tweet in G3:
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/25/cities-back-community-land-trusts-to-protect-affordable-housing
[6] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2014/fiscal-50?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_recessionrecovery_map&utm_term=knowledgegap#ind10
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/26/pay-transparency-laws-raise-womens-salaries-and-slightly-lower-mens
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/19/some-states-already-are-targeting-birth-control
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/24/as-remote-work-persists-cities-struggle-to-adapt
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/to-improve-addiction-treatment-states-should-measure-more-than-deaths
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/06/01/wheelchair-users-say-states-should-spend-new-road-money-on-safety
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/demographic-data-helps-colorado-lawmakers-assess-potential-disparate-impact-of-proposals
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/20/check-your-polling-place-redistricting-confused-some-voters
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/25/philadelphians-views-on-the-taxes-they-pay-and-how-the-city-spends-those-dollars

Top URLs in Tweet in G4:
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/27/fisheries-managers-around-the-world-should-advance-on-electronic-monitoring-programs-in-2022
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/17/in-setting-fisheries-rules-northeast-atlantic-states-must-consider-broader-ecosystem?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_overfishingsolvable____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/23/seabed-authority-shouldnt-rush-decision-on-deep-ocean-mining?utm_campaign=conservation_smp_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[6] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/04/in-french-polynesia-an-ancient-conservation-model-is-helping-revive-fisheries?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/17/in-setting-fisheries-rules-northeast-atlantic-states-must-consider-broader-ecosystem?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_overfishingsolvable____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/06/ocean-people-planet-a-wildlife-refuge-on-the-brink?utm_campaign=trends_atf_oceans__opp2022_p2____&utm_source=twitter_environment&utm_medium=social&utm_content=podcast_oceanthemetwo____quotetile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/20/infrastructure-funding-can-help-restore-damaged-western-sagebrush-ecosystem?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/25/by-connecting-marine-protected-areas-governments-could-improve-ocean-health?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/18/on-the-international-day-for-women-in-maritime-university-president-shares-her-experiences-and-hopes?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[1] https://www.haaretz.com/us-news/.premium-most-americans-hold-negative-view-of-israeli-government-new-poll-shows-1.7164126

Top URLs in Tweet in G6:
[1] https://theweek.com/republicans/1002288/a-fresh-look-at-2020-electorate

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/fact-tank/2022/04/20/how-the-american-middle-class-has-changed-in-the-past-five-decades/
[1] https://www.pewresearch.org/fact-tank/2021/09/13/key-facts-about-americans-and-guns/

Top URLs in Tweet in G8:
[6] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[1] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/fact-tank/2021/09/13/key-facts-about-americans-and-guns/
[1] https://twitter.com/ManMadeMoon/status/1529322399279108097
[1] https://www.pewresearch.org/social-trends/2017/06/22/the-demographics-of-gun-ownership/

Top URLs in Tweet in G10:
[1] https://twitter.com/zachg932/status/1248823584111439872?s=21&t=KyahKAjEgb4LJIUFZwLqLg

Top Domains
Top Domains in Tweet in Entire Graph:
[343] pewtrusts.org
[246] pewresearch.org
[83] indiatoday.in
[67] twitter.com
[35] theverge.com
[18] advisorstream.com
[16] advisor.news
[16] deseret.com
[11] okcfox.com
[10] myworkdayjobs.com

Top Domains in Tweet in G2:
[113] pewresearch.org
[79] indiatoday.in
[31] twitter.com
[27] pewtrusts.org
[23] theverge.com
[18] advisorstream.com
[16] advisor.news
[7] linkedin.com
[4] theatlantic.com
[3] pewsocialtrends.org

Top Domains in Tweet in G3:
[214] pewtrusts.org
[5] pew.org
[1] trib.al
[1] mailchi.mp
[1] twitter.com

Top Domains in Tweet in G4:
[81] pewtrusts.org
[2] publicnewsservice.org

Top Domains in Tweet in G5:
[1] haaretz.com

Top Domains in Tweet in G6:
[1] theweek.com

Top Domains in Tweet in G7:
[2] pewresearch.org

Top Domains in Tweet in G8:
[7] forbes.com

Top Domains in Tweet in G9:
[2] pewresearch.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] southernocean
[17] us
[16] mentalhealthawarenessmonth
[12] mham
[12] philadelphia
[11] opioid
[11] inflation
[11] أمريكا
[9] stopfundingoverfishing
[9] remotework



Top Hashtags in Tweet in G1:
[5] refugeeswelcome

Top Hashtags in Tweet in G2:
[6] 강력졸피뎀판매
[6] 러쉬파퍼구입하는곳
[6] eme4390m2022
[2] news
[2] technology
[2] technews
[2] tech
[2] genz
[2] businessstrategy
[2] generationz

Top Hashtags in Tweet in G3:
[16] mentalhealthawarenessmonth
[12] philadelphia
[12] mham
[11] opioid
[7] remotework
[4] covid19
[4] aapiheritagemonth
[3] stigma
[3] stem
[2] keystonesaves

Top Hashtags in Tweet in G4:
[19] southernocean
[9] stopfundingoverfishing
[4] 30x30
[4] mc12
[3] dyk
[2] gomcon
[2] worldreefday
[2] womeninmaritimeday
[1] nerr
[1] seabedmining

Top Hashtags in Tweet in G6:
[1] gunsafetynow
[1] freshwords

Top Words
Top Words in Tweet in Entire Graph:
[3074] pew
[2964] research
[1104] center
[849] gun
[737] americans
[657] according
[648] more
[568] highest
[545] muslims
[537] latest

Top Words in Tweet in G1:
[514] pew
[514] research
[512] muslims
[512] caste
[510] percentage
[510] upper
[509] swati_gs
[509] latest
[509] india
[509] highest

Top Words in Tweet in G2:
[535] pew
[518] research
[251] center
[107] americans
[102] according
[88] survey
[84] more
[76] adults
[68] gun
[62] found

Top Words in Tweet in G3:
[168] pewtrusts
[88] states
[70] health
[67] more
[67] pewstates
[53] mental
[49] people
[44] state
[44] risk
[42] help

Top Words in Tweet in G4:
[149] pewenvironment
[92] ocean
[81] fisheries
[63] populations
[55] fish
[43] peweurope
[42] species
[37] harmful
[37] subsidies
[36] protecting

Top Words in Tweet in G5:
[158] americans
[156] more
[156] palestinian
[154] poll
[154] pew
[154] research
[154] views
[152] center
[152] expressing
[152] positive

Top Words in Tweet in G6:
[274] gun
[274] sales
[138] republicans
[137] low
[137] hanging
[137] fruit
[137] 93
[137] democrats
[137] 82
[137] favor

Top Words in Tweet in G7:
[104] research
[103] pew
[103] center
[101] according
[101] analysis
[101] share
[101] adults
[101] america
[101] live
[101] middle

Top Words in Tweet in G8:
[99] right
[99] more
[98] 70
[98] american
[98] adults
[98] view
[98] inflation
[98] very
[98] large
[98] problem

Top Words in Tweet in G9:
[114] gun
[85] pew
[85] research
[83] according
[83] 81
[83] americans
[83] believe
[83] background
[83] checks
[83] anyone

Top Words in Tweet in G10:
[2] exposecorrupt11
[2] itisjustmebabe
[2] tom_neverwinter
[2] angryfleas
[2] jaypotter__
[2] pew
[2] research
[2] left

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2832] pew,research
[1085] research,center
[527] according,pew
[517] latest,pew
[515] highest,percentage
[512] upper,caste
[511] research,india
[511] india,muslims
[511] muslims,highest
[511] percentage,upper

Top Word Pairs in Tweet in G1:
[514] pew,research
[510] upper,caste
[509] latest,pew
[509] research,india
[509] india,muslims
[509] muslims,highest
[509] highest,percentage
[509] percentage,upper
[509] caste,general
[509] general,category

Top Word Pairs in Tweet in G2:
[497] pew,research
[248] research,center
[64] according,pew
[51] center,survey
[40] last,year
[35] year,found
[34] financial,milestones
[34] milestones,look
[34] look,different
[34] different,those

Top Word Pairs in Tweet in G3:
[48] mental,health
[32] suicide,risk
[27] risk,screening
[23] pewtrusts,mental
[22] screening,patients
[21] health,awareness
[21] awareness,month
[21] month,reminder
[21] reminder,hospitals
[21] hospitals,reduce

Top Word Pairs in Tweet in G4:
[52] fish,populations
[37] harmful,fisheries
[37] fisheries,subsidies
[35] deplete,fish
[27] billion,annually
[24] benefit,protected
[24] protected,biological
[24] biological,corridors
[24] corridors,ocean
[24] ocean,sharks

Top Word Pairs in Tweet in G5:
[154] pew,research
[152] poll,pew
[152] research,center
[152] center,americans
[152] americans,expressing
[152] expressing,more
[152] more,positive
[152] positive,views
[152] views,towards
[152] towards,both

Top Word Pairs in Tweet in G6:
[137] low,hanging
[137] hanging,fruit
[137] fruit,93
[137] 93,democrats
[137] democrats,82
[137] 82,republicans
[137] republicans,favor
[137] favor,making
[137] making,private
[137] private,gun

Top Word Pairs in Tweet in G7:
[103] pew,research
[103] research,center
[101] according,pew
[101] center,analysis
[101] analysis,share
[101] share,adults
[101] adults,america
[101] america,live
[101] live,middle
[101] middle,class

Top Word Pairs in Tweet in G8:
[98] 70,american
[98] american,adults
[98] adults,view
[98] view,inflation
[98] inflation,very
[98] very,large
[98] large,problem
[98] problem,united
[98] united,states
[98] states,right

Top Word Pairs in Tweet in G9:
[85] pew,research
[83] according,pew
[83] research,81
[83] 81,americans
[83] americans,believe
[83] believe,background
[83] background,checks
[83] checks,anyone
[83] anyone,buying
[83] buying,gun

Top Word Pairs in Tweet in G10:
[2] pew,research

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@swati_gs
@pewtrusts
@pewenvironment
@aleshadalin
@davenewworld_2
@forbes
@onlinepaleng
@manmademoon
@ianbremmer
@deanobeidallah

Top Mentioned in G1:
@swati_gs
@vidyasanatani
@ys__ma
@lostteluguone

Top Mentioned in G2:
@isaiahquintana_
@luisffaraj
@eliane342627511
@vsaswad
@libbyliberalnyc
@newsroomiba
@jefiner68
@bassrck50
@incomewebsites5

Top Mentioned in G3:
@pewtrusts
@pewstates
@pewhealth
@sueurahn
@womenintrainin1
@us_fda
@joshcarples
@npr
@mattvas
@meadowsinst

Top Mentioned in G4:
@pewenvironment
@peweurope
@donabertarelli
@wmuhq
@wto
@em4fish
@pewt
@isbahq
@pcoust
@chrisfree14

Top Mentioned in G5:
@onlinepaleng
@christinejameis
@shurrabrawand
@chrishu34451470
@theimeu

Top Mentioned in G6:
@aleshadalin
@housegop
@housedemocrats
@rossyfoot
@nopcog
@thomaskaine5

Top Mentioned in G7:
@davenewworld_2
@aleshadalin
@mac75_bill
@unrulydragon
@lindyli
@gon2vt
@sampson_elaine

Top Mentioned in G8:
@forbes
@spencersj
@jscblarblar
@aleshadalin
@egg_is_spicy
@rivkahrampant
@vinity2
@cmclymer

Top Mentioned in G9:
@manmademoon
@czedwards
@sueurahn

Top Mentioned in G10:
@exposecorrupt11
@itisjustmebabe
@tom_neverwinter
@angryfleas
@jaypotter__
@ronfancy
@jamesca45920153
@dirk_fasshauer
@rksais1
@shellyrkirchoff

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@odio_nao
@mistersalesman
@7b73f39b85e1415
@rjber15
@john1966olsen
@vonrosenchild
@thehill
@pollsstar
@foggybottomgal

Top Tweeters in G1:
@vikas1689
@panjanya3
@pradzworld
@1420kunal
@hustler81
@mukeshparmar146
@senag23
@panickeruma
@gulshanzaadu
@sachinchandel28

Top Tweeters in G2:
@jimmyroybloom
@libbyliberalnyc
@mrkalman
@rhutthormer
@starrick1
@shehzadyounis
@815wrldtrvlr
@sharon_smith_1
@bboy_izilla
@weirmb

Top Tweeters in G3:
@rjber15
@foggybottomgal
@nancypeggy
@betzmyboyblue11
@paulmick
@suzanneinlgb
@visitkarte
@jennykim
@shayne571
@danwibg

Top Tweeters in G4:
@watchdogsniffer
@apez140
@whysharksmatter
@laplapv3
@audiblevideo
@solhog
@sayfudinendo
@hellcatlissa
@naturalkitchen7
@sesuter1

Top Tweeters in G5:
@christinejameis
@eutopean
@312shelly3
@pinkydonaldson
@marsyaheedas
@ranumpowerplay
@parkinsonsimpro
@rozali53
@amandas81849097
@srb1970rita

Top Tweeters in G6:
@rcrockett
@jeffreymeursing
@frackhazreveal
@iamforeverblue2
@reggiebub
@leticia17922167
@islandlife2014
@suzie462
@resistersis20
@lindy255

Top Tweeters in G7:
@pollsstar
@sampson_elaine
@tanis42
@march4progress
@mdtoorder
@wavesofeuphoria
@grtseeker
@kimwillful
@charmaxhutt
@missjoy1965

Top Tweeters in G8:
@bogotasinmiedo
@straitarrow10
@o_g_log
@behappyandcivil
@forbes
@doubleeagle49
@bwave77
@cmclymer
@6f6e5ba6bdc34ae
@grondamorin

Top Tweeters in G9:
@willseattle
@ghofmar
@laurendownsouth
@feinberg_linda
@pecunium
@ashqui_ventures
@kymburleigh
@apxbrown
@rexchapman
@morselya

Top Tweeters in G10:
@rhsibley
@kleeontheright
@marvin_hill123
@sandraclunie
@carlbotha2
@rebornunicorn1
@jimaw63
@howienudet
@poguemoran
@democatsanddogs


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