pew research, Twitter, 9/24/2020 2:42:37 AM, 235850


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pew research_2020-09-23_19-11-28.xlsx
pew research_2020-09-23_19-11-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 24, 2020
Short Description:
pew research via NodeXL https://bit.ly/3mV5Hz9
@rnicholasburns
@realdonaldtrump
@shelbyratifyera
@pewtrusts
@usalovegod
@allen_rl
@johnjharwood
@thebias_news
@mariemyungoklee
@beatricetrumpy2

Top hashtags:
#scotus
#covid19
#veterans
#usa
#climatechange
#coronavirus

Description:
Description
The graph represents a network of 8,373 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, 24 September 2020 at 02:16 UTC.

The requested start date was Thursday, 24 September 2020 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 7-day, 10-hour, 45-minute period from Wednesday, 16 September 2020 at 00:50 UTC to Wednesday, 23 September 2020 at 11:36 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 : 8373
Unique Edges : 3366
Edges With Duplicates : 11912
Total Edges : 15278
Number of Edge Types : 5
Replies to : 602
MentionsInRetweet : 6307
Mentions : 1605
Retweet : 5611
Tweet : 1153
Self-Loops : 1182
Reciprocated Vertex Pair Ratio : 0.00567690978649883
Reciprocated Edge Ratio : 0.0112897288010799
Connected Components : 1188
Single-Vertex Connected Components : 647
Maximum Vertices in a Connected Component : 5196
Maximum Edges in a Connected Component : 10981
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.535969
Graph Density : 0.000116250279819516
Modularity : 0.543074
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 8,373 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, 24 September 2020 at 02:16 UTC.

The requested start date was Thursday, 24 September 2020 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 7-day, 10-hour, 45-minute period from Wednesday, 16 September 2020 at 00:50 UTC to Wednesday, 23 September 2020 at 11:36 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:
[229] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[186] https://www.pewresearch.org/fact-tank/2020/03/03/with-religion-related-rulings-on-the-horizon-u-s-christians-see-supreme-court-favorably/
[47] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/17/momentum-for-basic-income-builds-as-pandemic-drags-on
[37] https://www.9news.com.au/world/donald-trump-less-trustworthy-than-putin-xi-jinping-pew-research-coronavirus-response/37ffd17a-5823-42a1-9e18-05a69778d0bf
[21] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/16/americans-want-federal-government-to-make-sharing-electronic-health-data-easier
[21] https://www.pewresearch.org/fact-tank/2020/09/16/support-for-black-lives-matter-has-decreased-since-june-but-remains-strong-among-black-americans/
[21] https://www.theguardian.com/world/2020/jan/22/holocaust-survey-americans-pew-research-center
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/14/eu-and-us-leadership-is-needed-to-protect-endangered-shortfin-mako-sharks?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=article_overfishingtopthreat____linkcard_&utm_term=___summary
[12] https://www.independent.co.uk/news/world/americas/black-lives-matter-poll-us-support-pew-research-centre-b470541.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1600367998
[11] https://www.pewresearch.org/science/2020/09/17/u-s-public-now-divided-over-whether-to-get-covid-19-vaccine/

Top URLs in Tweet in G1:
[3] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/

Top URLs in Tweet in G2:
[148] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[16] https://www.pewresearch.org/fact-tank/2020/09/16/support-for-black-lives-matter-has-decreased-since-june-but-remains-strong-among-black-americans/
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/17/momentum-for-basic-income-builds-as-pandemic-drags-on
[7] https://www.pewresearch.org/fact-tank/2020/09/15/who-is-hispanic/
[7] https://www.pewresearch.org/science/2020/09/17/u-s-public-now-divided-over-whether-to-get-covid-19-vaccine/
[7] https://www.pewresearch.org/fact-tank/2020/07/15/how-trump-compares-with-other-recent-presidents-in-appointing-federal-judges/
[6] https://www.pewresearch.org/fact-tank/2020/09/10/key-facts-about-u-s-latinos-for-national-hispanic-heritage-month/
[6] https://twitter.com/i/events/1306323417583370240
[6] https://www.journalism.org/2020/09/16/political-divides-conspiracy-theories-and-divergent-news-sources-heading-into-2020-election/
[5] https://www.pewresearch.org/fact-tank/2020/09/04/a-majority-of-young-adults-in-the-u-s-live-with-their-parents-for-the-first-time-since-the-great-depression/

Top URLs in Tweet in G3:
[26] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/17/momentum-for-basic-income-builds-as-pandemic-drags-on
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/14/eu-and-us-leadership-is-needed-to-protect-endangered-shortfin-mako-sharks?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=article_overfishingtopthreat____linkcard_&utm_term=___summary
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/16/americans-want-federal-government-to-make-sharing-electronic-health-data-easier
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/21/racial-justice-push-creates-momentum-to-protect-black-owned-land
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/18/california-may-need-more-fire-to-fix-its-wildfire-problem
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/08/21/10-ocean-and-coastal-jewels-worth-safeguarding-in-western-puerto-rico?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____gallery_&utm_term=__ncsoc_
[7] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/09/how-states-can-manage-the-challenges-of-paying-for-natural-disasters
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/16/trump-census-plan-might-leave-out-some-legal-residents
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/14/eu-and-us-leadership-is-needed-to-protect-endangered-shortfin-mako-sharks?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=article_overfishingtopthreat____photo_&utm_term=_declarative
[6] 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_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=report_general____gallery_&utm_term=___

Top URLs in Tweet in G4:
[12] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[3] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[3] https://www.pewresearch.org/fact-tank/2018/03/09/how-to-access-pew-research-center-survey-data/?utm_content=bufferac967&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/pg_2020-09-15_u-s-image_0-03/
[2] https://twitter.com/johngramlich/status/1306207998692470786
[1] https://jobs-prc.icims.com/jobs/6355/associate-panel-manager/job
[1] https://www.usnews.com/news/elections/articles/2020-07-01/coronavirus-trump-the-economy-leave-americans-in-a-very-bad-mood
[1] https://twitter.com/davidafrench/status/1308122617916911620
[1] https://twitter.com/antonioguterres/status/1308113716966297602
[1] https://twitter.com/mike_pence/status/1308166811180060672

Top URLs in Tweet in G5:
[2] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[1] https://www.wsj.com/articles/what-you-gain-and-sacrifice-when-you-move-back-in-with-parents-11600603200
[1] https://www.washingtonpost.com/opinions/2020/09/17/two-new-polls-show-damage-trump-has-done-us-foreign-policy/

Top URLs in Tweet in G6:
[1] https://www.salon.com/2015/11/30/our_protesters_came_in_for_abortions_fear_slut_shaming_planned_parenthood_and_the_truth_about_right_wing_religious_hypocrisy/

Top URLs in Tweet in G7:
[1] https://www.journalism.org/2020/09/16/most-americans-who-have-heard-of-qanon-conspiracy-theories-say-they-are-bad-for-the-country-and-that-trump-seems-to-support-people-who-promote-them/

Top URLs in Tweet in G8:
[181] https://www.pewresearch.org/fact-tank/2020/03/03/with-religion-related-rulings-on-the-horizon-u-s-christians-see-supreme-court-favorably/
[5] https://www.pewresearch.org/global/2020/08/27/most-approve-of-national-response-to-covid-19-in-14-advanced-economies/
[2] https://www.pewresearch.org/methods/2019/11/19/a-field-guide-to-polling-election-2020-edition/
[1] https://twitter.com/JuliaDavisNews/status/1305964182723063811?s=20

Top URLs in Tweet in G9:
[2] https://www.pewresearch.org/fact-tank/2020/03/03/with-religion-related-rulings-on-the-horizon-u-s-christians-see-supreme-court-favorably/
[1] https://twitter.com/jimsciutto/status/1308444986862698498

Top Domains
Top Domains in Tweet in Entire Graph:
[634] pewresearch.org
[405] pewtrusts.org
[89] twitter.com
[38] com.au
[30] theguardian.com
[19] pewforum.org
[18] co.uk
[14] washingtonpost.com
[12] journalism.org
[10] trib.al

Top Domains in Tweet in G1:
[3] pewresearch.org

Top Domains in Tweet in G2:
[260] pewresearch.org
[45] twitter.com
[32] pewtrusts.org
[9] washingtonpost.com
[7] tweetedtimes.com
[7] theguardian.com
[7] journalism.org
[5] apple.news
[5] blogspot.com
[4] com.au

Top Domains in Tweet in G3:
[341] pewtrusts.org
[3] twitter.com
[3] buzzsprout.com
[2] pew.org
[2] bbc.com
[1] washingtonpost.com
[1] cvent.me
[1] kusi.com
[1] xinhuanet.com
[1] com.au

Top Domains in Tweet in G4:
[28] pewresearch.org
[6] twitter.com
[3] investors.com
[1] icims.com
[1] usnews.com
[1] c-span.org
[1] journalism.org
[1] ucanews.com
[1] usatoday.com
[1] axios.com

Top Domains in Tweet in G5:
[2] pewresearch.org
[1] wsj.com
[1] washingtonpost.com

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

Top Domains in Tweet in G7:
[1] journalism.org

Top Domains in Tweet in G8:
[188] pewresearch.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[219] scotus
[95] covid19
[55] veterans
[53] usa
[43] climatechange
[37] coronavirus
[34] iccat
[33] opioid
[32] smartnews
[26] ncslbc



Top Hashtags in Tweet in G2:
[19] smartnews
[12] covid19
[7] blm
[5] blacklivesmatter
[4] trumpisanationaldisgrace
[4] usa
[4] genz
[3] votebluetosaveamerica
[3] hispanicheritagemonth
[3] generationz

Top Hashtags in Tweet in G3:
[63] covid19
[43] climatechange
[34] iccat
[33] opioid
[26] ncslbc
[9] breakingtheplasticwave
[6] philadelphia
[5] infrastructureweek
[5] antibiotics
[5] ubi

Top Hashtags in Tweet in G4:
[17] infografía
[17] eu
[5] us
[5] coronavirus
[4] trump
[3] un75
[3] covid19
[3] traitorinchief
[3] removetrump
[2] trumpfailedus

Top Hashtags in Tweet in G6:
[214] scotus

Top Hashtags in Tweet in G8:
[1] vote

Top Words
Top Words in Tweet in Entire Graph:
[5252] pew
[3657] research
[1896] poll
[1775] center
[1598] world
[1579] confidence
[1210] plummeted
[1209] trump
[1201] lows
[1184] historic

Top Words in Tweet in G1:
[1148] pew
[1144] rnicholasburns
[1143] poll
[1143] devastating
[1143] world
[1143] sees
[1143] confidence
[1143] plummeted
[1143] historic
[1143] lows

Top Words in Tweet in G2:
[673] pew
[656] research
[473] center
[166] coronavirus
[152] country
[148] image
[135] plummets
[135] handled
[132] internationally
[131] badly

Top Words in Tweet in G3:
[210] pewtrusts
[147] more
[146] pewenvironment
[105] states
[97] pewstates
[83] wildlife
[63] covid
[62] fisheries
[62] pandemic
[61] 19

Top Words in Tweet in G4:
[188] research
[186] pew
[106] trump
[101] realdonaldtrump
[76] zero
[71] center
[49] according
[49] trust
[47] 13
[47] allies

Top Words in Tweet in G5:
[322] trump
[311] pew
[307] research
[298] marinate
[298] awhile
[298] worldwide
[298] putin
[298] xi
[298] more
[298] trusted

Top Words in Tweet in G6:
[214] one
[214] thing
[214] sure
[214] #scotus
[214] overturns
[214] roe
[214] going
[214] lot
[214] evangelical
[214] women

Top Words in Tweet in G7:
[198] awareness
[198] qanon
[198] american
[198] adults
[198] doubled
[198] march
[198] according
[198] poll
[198] released
[198] pew

Top Words in Tweet in G8:
[208] pew
[203] research
[183] 2020
[181] respected
[181] march
[181] 70
[181] americans
[181] roe
[181] wade
[181] overturned

Top Words in Tweet in G9:
[366] 41
[188] confidence
[183] favorable
[183] views
[183] trump
[183] citizens
[183] major
[183] allies
[183] uk
[183] 19

Top Words in Tweet in G10:
[178] overturn
[178] roe
[177] re
[177] going
[177] hear
[177] lot
[177] gop
[177] push
[177] wade
[177] coming

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3512] pew,research
[1762] research,center
[1186] pew,poll
[1181] world,sees
[1180] historic,lows
[1179] poll,devastating
[1179] devastating,world
[1179] sees,confidence
[1179] confidence,plummeted
[1179] plummeted,historic

Top Word Pairs in Tweet in G1:
[1143] pew,poll
[1143] poll,devastating
[1143] devastating,world
[1143] world,sees
[1143] sees,confidence
[1143] confidence,plummeted
[1143] plummeted,historic
[1143] historic,lows
[1142] rnicholasburns,pew
[5] pew,research

Top Word Pairs in Tweet in G2:
[622] pew,research
[467] research,center
[133] image,plummets
[132] handled,coronavirus
[131] plummets,internationally
[131] internationally,country
[131] country,handled
[131] coronavirus,badly
[125] badly,pew
[56] according,pew

Top Word Pairs in Tweet in G3:
[61] covid,19
[43] governments,decide
[43] decide,best
[43] best,target
[43] target,resources
[43] resources,economic
[43] economic,recovery
[43] recovery,nature
[43] nature,based
[43] based,solutions

Top Word Pairs in Tweet in G4:
[177] pew,research
[70] research,center
[42] zero,respect
[33] respect,zero
[33] zero,trust
[32] according,recent
[32] recent,pew
[28] research,results
[28] results,13
[28] 13,closest

Top Word Pairs in Tweet in G5:
[307] pew,research
[298] marinate,awhile
[298] awhile,worldwide
[298] worldwide,putin
[298] putin,xi
[298] xi,more
[298] more,trusted
[298] trusted,trump
[298] trump,pew
[297] shelbyratifyera,marinate

Top Word Pairs in Tweet in G6:
[214] one,thing
[214] thing,sure
[214] sure,#scotus
[214] #scotus,overturns
[214] overturns,roe
[214] roe,going
[214] going,lot
[214] lot,evangelical
[214] evangelical,women
[214] women,priests

Top Word Pairs in Tweet in G7:
[198] awareness,qanon
[198] qanon,american
[198] american,adults
[198] adults,doubled
[198] doubled,march
[198] march,according
[198] according,poll
[198] poll,released
[198] released,pew
[197] thebias_news,awareness

Top Word Pairs in Tweet in G8:
[203] pew,research
[181] respected,pew
[181] research,march
[181] march,2020
[181] 2020,70
[181] 70,americans
[181] americans,roe
[181] roe,wade
[181] wade,overturned
[180] clairecmc,respected

Top Word Pairs in Tweet in G9:
[183] favorable,views
[183] views,confidence
[183] confidence,trump
[183] trump,citizens
[183] citizens,major
[183] major,allies
[183] allies,uk
[183] uk,41
[183] 41,19
[183] 19,japan

Top Word Pairs in Tweet in G10:
[178] overturn,roe
[177] re,going
[177] going,hear
[177] hear,lot
[177] lot,gop
[177] gop,push
[177] push,overturn
[177] roe,wade
[177] wade,coming
[177] coming,weeks

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@nikkihaley
@thehill
@presssec
@votebluepa
@realchrisrufo
@trumpwarroom
@angryblacklady
@torontostar
@meidastouch

Top Replied-To in G1:
@rnicholasburns

Top Replied-To in G4:
@realdonaldtrump
@nikkihaley
@presssec
@trumpwarroom
@torontostar
@mattwolking
@gop
@donaldjtrumpjr
@hallsoftime
@leadersmaster

Top Replied-To in G6:
@dianeknudsen7
@ldragoon

Top Replied-To in G8:
@juliadavisnews

Top Replied-To in G10:
@mikecruzable

Top Mentioned
Top Mentioned in Entire Graph:
@rnicholasburns
@shelbyratifyera
@mariemyungoklee
@pewtrusts
@thebias_news
@johnjharwood
@clairecmc
@guthriegf
@breitbartnews
@pewenvironment

Top Mentioned in G1:
@rnicholasburns
@colbannister
@adnildyob

Top Mentioned in G2:
@daddyfranks
@isaiahquintana_
@cherylbatchelo3
@julieannayoga
@happynessiam
@krtnews_tw
@goldeegreen
@dyerobservers

Top Mentioned in G3:
@pewtrusts
@pewenvironment
@pewstates
@peweurope
@bethconnolly20
@pewhealth
@wto
@sleiseca
@saveantibiotics
@krofahesther

Top Mentioned in G4:
@realdonaldtrump
@pewresearch
@leadersmaster
@lajornadaonline
@secpompeo
@trumpwarroom
@jelle_simons
@gop
@iowafarmbureau
@presssec

Top Mentioned in G5:
@shelbyratifyera
@scottimmordino
@rnicholasburns
@missltoe
@zoekissane17

Top Mentioned in G6:
@mariemyungoklee
@pewtrusts

Top Mentioned in G7:
@thebias_news

Top Mentioned in G8:
@clairecmc
@juliadavisnews
@kstreet111
@rnicholasburns
@rwoodson20
@shelbyratifyera

Top Mentioned in G9:
@johnjharwood
@rnicholasburns
@clairecmc
@washingtonpost

Top Mentioned in G10:
@guthriegf
@shelbyratifyera
@dubiboat
@jburg1985
@tony__heller
@sciam

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@this_vid
@souljahsingh
@claudosky
@raymond_norman
@cloudwanderer3
@kat4obama
@ez4u2say_janis
@independent
@phillip92321

Top Tweeters in G1:
@kat4obama
@sddphoto
@cheezwitham
@1loriking
@micjojd
@new_narrative
@bmangh
@mlczone
@pgrandee10
@joanisparkles

Top Tweeters in G2:
@raymond_norman
@manmet80
@rattlecans
@24_7seven
@c_coolidge
@kegan05
@thehustleempire
@deenie7940
@inmannews
@gracels

Top Tweeters in G3:
@carmillalusta
@dgendvil
@scheerenberger
@minotauresse
@kimvie
@npsusa
@tinamorphis
@aceredband1t
@mary_swilling
@suzanneinlgb

Top Tweeters in G4:
@mjgarciakcmo
@foxnews
@miamipapers
@torontostar
@lajornadaonline
@checoalan73
@rolandoideas12
@rojorurba002
@theeconomist
@stellawee2018

Top Tweeters in G5:
@stonefree63
@lorettabower3
@pauldramone
@boris3324
@bjorkian15
@berlidge
@betsygervasi
@twobaskets
@xaipe3
@aliadair22

Top Tweeters in G6:
@angelakorras
@jjj5819
@cnbsnana
@overunderclover
@deeloralei
@notacquiescing
@jjfan18
@xeni
@jaina_solo_85
@dmellieon

Top Tweeters in G7:
@jennifer_0780
@lattydian
@realmrsgrits
@nomoreelitists
@mm47821446
@loucarter
@1artniece2
@12bravogran
@kldude
@milove131

Top Tweeters in G8:
@talkintou
@mayirmamay14
@carolmaewy
@kstreet111
@betterw05759703
@purplegarter1
@castonchris
@girlzinger
@margaritateresa
@deesbarbara

Top Tweeters in G9:
@suekhi
@88seattle61
@zentaoprincess
@mrkalman
@feinberg_linda
@ljohn44
@caseyhinds
@marciw10
@lindafmanuel
@flamingogrrl

Top Tweeters in G10:
@cloudwanderer3
@b1e56df9ce6549f
@marthalynneowe1
@glangendorf01
@themominatrixx
@writer6
@mannumellow
@capt17bjk
@mamabear64
@hellooelaine


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