pew research, Twitter, 2/9/2023 2:49:35 AM, 288952
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pew research_2023-02-08_18-37-04.xlsx
pew research_2023-02-08_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 09, 2023
Short Description:
pew research via NodeXL https://bit.ly/3x4M121
@pewtrusts
@speakermccarthy
@karrynation
@pewenvironment
@forwardarc
@bigcrusher10
@potus
@gop
@pewresearch
@chrismurphyct

Top hashtags:
#sotu
#gqp
#highseas
#obama
#reagan
#bbnj
#stateoftheunion
#30x30
#icemermaid

Description:
Description
The graph represents a network of 5,438 Twitter users whose recent tweets contained "pew research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 02:41 UTC.

The tweets in the network were tweeted over the 1674-day, 21-hour, 10-minute period from Tuesday, 10 July 2018 at 03:50 UTC to Thursday, 09 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5438
Unique Edges : 3190
Edges With Duplicates : 10548
Total Edges : 13738
Number of Edge Types : 9
Mentions : 336
Retweet : 3002
MentionsInRetweet : 3596
Replies to : 1342
MentionsInReplyTo : 4198
Tweet : 1143
Quote : 79
MentionsInQuoteReply : 35
MentionsInQuote : 7
Self-Loops : 1427
Reciprocated Vertex Pair Ratio : 0.0527246423404597
Reciprocated Edge Ratio : 0.100167964574744
Connected Components : 996
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 1776
Maximum Edges in a Connected Component : 5444
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.016177
Graph Density : 0.00022150138911033
Modularity : 0.47203
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,438 Twitter users whose recent tweets contained "pew research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 02:41 UTC.

The tweets in the network were tweeted over the 1674-day, 21-hour, 10-minute period from Tuesday, 10 July 2018 at 03:50 UTC to Thursday, 09 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[170] https://twitter.com/turkistantuzbah/status/1621568582516703233/photo/1
[71] https://www.sos.la.gov/ElectionsAndVoting/Pages/RegistrationStatisticsStatewide.aspx
[30] 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/
[24] https://www.rt.com/news/570780-ukraine-us-aid-poll/
[24] https://twitter.com/RT_com/status/1620821782381969412/photo/1
[23] https://studentsforlife.org/2023/01/26/fact-check-sfla-is-right-pew-research-admits-we-dont-know-how-many-abortions-there-are-each-year/
[22] https://twitter.com/ChrisMurphyCT/status/1619683818595840002
[15] https://www.pewresearch.org/politics/2009/07/09/section-4-scientists-politics-and-religion/
[13] https://www.pewresearch.org/fact-tank/2023/01/31/as-russian-invasion-nears-one-year-mark-partisans-grow-further-apart-on-u-s-support-for-ukraine/
[11] https://www.thesun.co.uk/news/8920568/christians-most-persecuted-religious-group-on-earth-pew-research/

Top URLs in Tweet in G1:
[9] https://www.pewtrusts.org/en/research-and-analysis/reports/2023/01/student-loan-default-system-needs-significant-reform
[9] https://twitter.com/pewtrusts/status/1623152949840027649/photo/1
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/24/scientists-look-to-nature-in-search-of-biomedical-breakthroughs?utm_campaign=health_bimr________&utm_source=twitter_health&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[8] https://www.pewresearch.org/religion/2012/08/09/the-worlds-muslims-unity-and-diversity-infographic/
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/01/19/new-gun-restrictions-are-coming-in-states-where-democrats-reign
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/11/more-health-care-system-interventions-needed-to-curb-veteran-suicide-rate
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/31/to-best-fight-climate-change-blue-carbon-habitats-must-first-survive-it
[4] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/26/pay-transparency-laws-raise-womens-salaries-and-slightly-lower-mens
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/19/fiscal-challenges-facing-counties-require-planning-for-the-long-term

Top URLs in Tweet in G2:
[10] https://www.pewresearch.org/social-trends/2023/01/24/parenting-in-america-today/
[8] https://www.pewresearch.org/fact-tank/2023/01/31/as-russian-invasion-nears-one-year-mark-partisans-grow-further-apart-on-u-s-support-for-ukraine/
[7] https://www.axios.com/2023/01/29/kids-parents-mental-health-depression-anxiety
[6] https://www.pewresearch.org/politics/2023/02/06/economy-remains-the-publics-top-policy-priority-covid-19-concerns-decline-again/
[5] https://www.pewresearch.org/fact-tank/2023/01/27/religiously-unaffiliated-people-face-harassment-in-a-growing-number-of-countries/
[5] https://www.cnet.com/personal-finance/what-will-social-security-look-like-when-you-retire/
[4] https://www.yoursun.com/charlotte/features/looking-for-love-online-new-study-shows-mixed-experiences/article_ba4df398-4d17-58e6-ac49-126e7a01dd85.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[4] https://twitter.com/talisa_anderson/status/1623032042379218957/photo/1
[3] https://www.pewresearch.org/fact-tank/2023/02/02/key-findings-about-online-dating-in-the-u-s/
[3] https://www.deseret.com/2023/2/2/23574501/money-marriage-careers-parenting-pew-research

Top URLs in Tweet in G3:
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/25/us-restores-full-protections-in-alaskas-tongass-national-forest?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/06/pacific-northwest-forest-collaboratives-help-communities-nature-and-salmon?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/25/new-oregon-coastal-protections-will-help-nature-and-communities?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___goodnews
[4] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/10/how-to-conserve-wildlife-migrations-in-the-american-west?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=_____stattile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/31/to-best-fight-climate-change-blue-carbon-habitats-must-first-survive-it?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2023/protect-high-seas?utm_campaign=conservation_olhs________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/06/costa-rica-celebrates-world-wetlands-week-with-the-release-of-national-blue-carbon-strategy?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=_____photo_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/06/6-reasons-coral-reefs-deserve-protection?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___datapoint
[3] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets?utm_campaign=governing_ffi________&utm_source=twitter_environment&utm_medium=social&utm_content=stattile_&utm_term=declarative
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/30/chilean-ice-mermaid-preps-for-antarctic-swim-to-support-marine-conservation?utm_campaign=conservation_pbol________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___newshook

Top URLs in Tweet in G4:
[170] https://twitter.com/turkistantuzbah/status/1621568582516703233/photo/1
[2] https://twitter.com/turkistantuzbah/status/1621568582516703233
[1] https://twitter.com/Bagh_Ali_Dad/status/1621627531496497154/photo/1

Top URLs in Tweet in G5:
[2] https://twitter.com/JhWesten/status/1622626175653912577
[1] https://twitter.com/razonmasfe/status/1623355616163930112/photo/1

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/fact-tank/2023/01/31/as-russian-invasion-nears-one-year-mark-partisans-grow-further-apart-on-u-s-support-for-ukraine/
[1] https://twitter.com/HunterCawood/status/1610594728441184258/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/i/broadcasts/1nAKErkVqwRGL
[1] https://twitter.com/brianklaas/status/1619441991330430976/photo/1
[1] https://twitter.com/NikkiHaley/status/1619030185579266050
[1] https://twitter.com/brianklaas/status/1619441991330430976
[1] https://twitter.com/MrsPaulB/status/1623359045649285120/photo/1
[1] https://www.businessinsider.com/cnn-host-don-lemon-ive-read-the-cdc-study-on-guns-and-it-made-me-rethink-my-views-2013-9?amp

Top URLs in Tweet in G8:
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/30/new-law-phasing-out-destructive-fishing-gear-off-west-coast-will-aid-whales-and-dolphins
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/31/canada-could-raise-global-standard-for-marine-protections
[1] https://twitter.com/twt2718/status/1619761981216661504/photo/1
[1] http://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2018/04/13/where-car-crashes-and-hazardous-waste-spills-are-a-good-thing
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/01/five-evidence-based-policies-can-improve-community-supervision
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/08/local-jail-spending-grew-13-over-a-decade-despite-falling-crime
[1] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2022/state-opioid-treatment-program-regulations-put-evidence-based-care-out-of-reach-for-many
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/07/07/innovative-approaches-and-green-infrastructure-projects-make-this-tennessee-community-more-resilient
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/payday-loans-cost-4-times-more-in-states-with-few-consumer-protections
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/31/to-best-fight-climate-change-blue-carbon-habitats-must-first-survive-it

Top URLs in Tweet in G9:
[21] https://twitter.com/ChrisMurphyCT/status/1619683818595840002
[4] https://twitter.com/ShellenbergerMD/status/1620831260322181122
[2] https://twitter.com/Yetskii/status/1619851244465713152/photo/1
[1] https://twitter.com/ChrisMurphyCT/status/1619683818595840002/photo/1
[1] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/
[1] https://twitter.com/ShellenbergerMD/status/1620832382269153286/photo/1
[1] https://twitter.com/ShellenbergerMD/status/1620831260322181122/photo/1
[1] https://twitter.com/Rawtribution/status/1619742840950775808/photo/1
[1] https://twitter.com/KurtSchlichter/status/1619970443557105664

Top Domains
Top Domains in Tweet in Entire Graph:
[911] twitter.com
[465] pewtrusts.org
[267] pewresearch.org
[104] elmundo.es
[71] la.gov
[46] blogspot.com
[30] carjiescott.com
[30] google.com
[24] rt.com
[23] studentsforlife.org

Top Domains in Tweet in G1:
[330] pewtrusts.org
[109] twitter.com
[20] pewresearch.org
[3] laprogressive.com
[2] myworkdayjobs.com
[1] journalism.org
[1] nytimes.com
[1] upi.com
[1] youtube.com
[1] 2civility.org

Top Domains in Tweet in G2:
[98] twitter.com
[92] pewresearch.org
[46] blogspot.com
[24] pewtrusts.org
[22] google.com
[10] axios.com
[9] linkedin.com
[6] cnet.com
[6] globaldiasporanews.com
[5] nytimes.com

Top Domains in Tweet in G3:
[75] pewtrusts.org
[15] twitter.com
[1] canada.ca
[1] pewresearch.org

Top Domains in Tweet in G4:
[173] twitter.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[1] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com
[1] businessinsider.com

Top Domains in Tweet in G8:
[12] pewtrusts.org
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] sotu
[111] gqp
[44] highseas
[37] obama
[37] reagan
[32] bbnj
[29] stateoftheunion
[21] 30x30
[17] icemermaid
[17] impac5



Top Hashtags in Tweet in G1:
[180] sotu
[28] stateoftheunion
[15] urbanforestry
[15] antibioticresistance
[10] antibiotics
[10] sepsis
[8] broadband
[7] gopresponse
[4] dyk
[4] baltimore

Top Hashtags in Tweet in G2:
[8] parenting
[6] borderobserver
[5] ukraine
[4] mentalhealth
[4] mom
[4] dad
[3] muslims
[3] faq
[3] illegals
[3] cambodia

Top Hashtags in Tweet in G3:
[43] highseas
[32] bbnj
[21] 30x30
[17] icemermaid
[16] impac5
[16] antarctic
[16] southernocean
[16] mpas
[14] bluecarbon
[4] iuu

Top Hashtags in Tweet in G4:
[8] dawah
[8] beyonce
[1] france

Top Hashtags in Tweet in G8:
[111] gqp
[1] resistanceunited
[1] demvoice1
[1] demsact
[1] dems4rights

Top Hashtags in Tweet in G9:
[1] stinks
[1] douchebag

Top Words
Top Words in Tweet in Entire Graph:
[3186] pew
[3142] research
[1272] center
[854] more
[555] according
[543] pewtrusts
[477] americans
[385] survey
[359] those
[343] world

Top Words in Tweet in G1:
[505] pewtrusts
[203] states
[180] #sotu
[176] more
[147] state
[138] pewstates
[113] health
[112] one
[80] mental
[78] infrastructure

Top Words in Tweet in G2:
[499] pew
[489] research
[317] center
[103] according
[84] more
[65] americans
[63] parents
[59] study
[56] survey
[46] adults

Top Words in Tweet in G3:
[302] pewenvironment
[128] barbarellah
[125] waters
[112] swimmer
[112] water
[112] cold
[111] history
[110] swimming
[110] frozen
[110] kilometers

Top Words in Tweet in G4:
[191] 11
[190] research
[190] pew
[174] turkistantuzbah
[173] كل
[172] في
[172] ساعة
[171] المصدر
[171] امريكا
[171] الى

Top Words in Tweet in G5:
[301] catholics
[161] pew
[159] research
[153] novus
[153] ordo
[152] latin
[152] survey
[151] 89
[151] mass
[150] compared

Top Words in Tweet in G6:
[146] research
[146] ukraine
[146] pew
[144] much
[144] americans
[144] center
[143] giving
[143] polling
[143] more
[143] latest

Top Words in Tweet in G7:
[121] research
[120] pew
[116] speakermccarthy
[116] women
[115] those
[114] transgender
[114] 22
[114] adults
[114] half
[114] non

Top Words in Tweet in G8:
[115] more
[111] magas
[111] world
[111] around
[111] think
[111] respected
[111] trump
[111] way
[111] #gqp
[111] biden

Top Words in Tweet in G9:
[97] pew
[95] research
[59] chrismurphyct
[20] center
[12] biden
[12] think
[10] countries
[10] trump
[10] world
[9] people

Top Words in Tweet in G10:
[99] fascist
[99] according
[99] center
[99] christian
[99] nationalism
[99] growing
[99] pew
[99] country
[99] religion
[99] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2975] pew,research
[1258] research,center
[405] according,pew
[207] research,survey
[183] around,world
[171] المصدر,pew
[171] كل,ساعة
[170] الإسلام,11
[170] امريكا,كل
[170] الى,الإسلام

Top Word Pairs in Tweet in G1:
[67] mental,health
[65] president,biden
[38] pew,research
[33] reduction,act
[33] inflation,reduction
[30] research,center
[28] health,care
[26] pewtrusts,states
[26] state,local
[25] local,governments

Top Word Pairs in Tweet in G2:
[463] pew,research
[312] research,center
[68] according,pew
[32] mental,health
[24] center,study
[22] adults,used
[22] used,dating
[22] 10,adults
[20] dating,site
[20] site,app

Top Word Pairs in Tweet in G3:
[112] cold,water
[112] swimmer,barbarellah
[112] water,swimmer
[110] made,history
[110] swimming,kilometers
[110] frozen,waters
[110] history,swimming
[110] barbarellah,made
[110] record,broken
[110] kilometers,frozen

Top Word Pairs in Tweet in G4:
[190] pew,research
[171] كل,ساعة
[171] المصدر,pew
[170] ساعة,يدخل
[170] يدخل,الى
[170] امريكا,كل
[170] جديد,المصدر
[170] الى,الإسلام
[170] الإسلام,11
[170] 11,شخص

Top Word Pairs in Tweet in G5:
[159] pew,research
[153] novus,ordo
[150] latin,mass
[150] research,survey
[149] mass,catholics
[148] compared,latin
[148] approved,contraception
[148] survey,found
[148] found,89
[148] contraception,compared

Top Word Pairs in Tweet in G6:
[146] pew,research
[144] research,center
[143] latest,polling
[143] giving,ukraine
[143] aid,pew
[143] much,aid
[143] more,americans
[143] americans,giving
[143] ukraine,much
[143] center,latest

Top Word Pairs in Tweet in G7:
[120] pew,research
[114] transgender,non
[114] adults,transgender
[114] non,binary
[114] half,those
[114] trans,women
[114] binary,pew
[114] speakermccarthy,adults
[114] research,22
[114] those,trans

Top Word Pairs in Tweet in G8:
[111] magas,trump
[111] more,greatestly
[111] greatestly,respected
[111] respected,around
[111] around,world
[111] biden,think
[111] trump,way
[111] #gqp,magas
[111] way,more
[111] world,biden

Top Word Pairs in Tweet in G9:
[84] pew,research
[33] chrismurphyct,pew
[20] research,center
[6] think,tank
[6] stephenm,chrismurphyct
[5] research,ctr
[4] nonpartisan,think
[3] ctr,well
[3] respected,nonpartisan
[3] research,group

Top Word Pairs in Tweet in G10:
[99] religion,country
[99] center,christian
[99] according,pew
[99] nationalism,fascist
[99] fascist,growing
[99] research,center
[99] pew,research
[99] growing,religion
[99] christian,nationalism
[98] thefungi669,according

Top Replied-To
Top Replied-To in Entire Graph:
@chrismurphyct
@projectlincoln
@erikmouthaanrtl
@thejrhollywood
@greenhorngrove
@jhwesten
@lollllllajr
@yes_we_cat
@noahathaway3
@stephenm

Top Replied-To in G1:
@nra
@pewresearch
@politics_polls
@dustingrowick
@potus
@byebye1266
@neonlovemachine
@lainiepetersen
@recj50
@samswey

Top Replied-To in G4:
@turkistantuzbah
@mrcrow32881989
@bagh_ali_dad

Top Replied-To in G5:
@jhwesten
@pontificatormax
@jdpeterson1689
@thectwelve
@stinekey

Top Replied-To in G6:
@ntenzer

Top Replied-To in G7:
@speakermccarthy
@brianklaas
@mrspaulb
@hepcatinexile
@don66260100
@ryan_lavallee10

Top Replied-To in G9:
@chrismurphyct
@stephenm
@shellenbergermd
@brexitfx
@stevenbeschloss
@bbic0n
@joelpollak
@sullybobbi
@patrickbasedmn
@milothicc

Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@pewenvironment
@turkistantuzbah
@jhwesten
@pewstates
@theinsiderpaper
@barbarellah
@speakermccarthy
@leslieoo7
@twt2718

Top Mentioned in G1:
@pewtrusts
@pewstates
@pewresearch
@pewenvironment
@pewhealth
@galluppak
@mhugolopez
@potus
@saveantibiotics
@sueurahn

Top Mentioned in G2:
@stigmabasen
@arenapolitikal
@braga_blog
@isaiahquintana_
@alisonboxxer
@holyvibecheck

Top Mentioned in G3:
@pewenvironment
@barbarellah
@highseaspolicy
@pewtrusts
@bmcvrkel
@usda
@sueurahn
@pewstates
@kenarait

Top Mentioned in G4:
@turkistantuzbah
@abrab2025
@must_3_b

Top Mentioned in G5:
@jhwesten
@razonmasfe
@jpzang
@pontificatormax
@thectwelve

Top Mentioned in G6:
@theinsiderpaper
@andriypzag
@kyleanzalone_
@huntercawood
@ntenzer

Top Mentioned in G7:
@speakermccarthy
@leslieoo7
@itwasacoup
@paulgregoire1
@cpacarter
@notachaunce
@markjacob16
@jgruberak
@thefungi669
@pewtrusts

Top Mentioned in G8:
@twt2718
@pewtrusts
@kevin_padma

Top Mentioned in G9:
@chrismurphyct
@truthjoylove
@stephenm
@grudging1
@mo2dmax
@michaelvsmith7
@explorermom22
@yetskii
@miserlygerm
@natelf4

Top Mentioned in G10:
@thefungi669

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@stigmabaseo
@newsoneplace
@phildecarolis
@bella623
@independent
@yarosisnancy
@_redfrog
@cheezwitham
@john1966olsen

Top Tweeters in G1:
@dgendvil
@angelakorras
@dreamcatchermja
@deathtocrazy
@trumpgot2go
@cwharlow
@donotgiveuphope
@mijomojo1
@c_coolidge
@lawgirl318

Top Tweeters in G2:
@stigmabaseo
@newsoneplace
@independent
@stigmabasen
@cahulaan
@jimmyroybloom
@rogue_corq
@ambulsiva
@mile_by_mile
@drpatfarrell

Top Tweeters in G3:
@_redfrog
@john1966olsen
@adekleine
@willseattle
@lorettabower3
@haltaq
@kathyfisher10
@alisonborealis
@margarethollin1
@osmotheque78000

Top Tweeters in G4:
@lamartiiliass
@a_e00omr
@o_shamsaldeen
@erwariu8wkndrnc
@nassemary
@tamazgha_dacine
@f_n_d_m
@rayansolmi12
@shrinkdr
@com_dreamer

Top Tweeters in G5:
@radcaw
@alftab3
@gramyc44
@causeofourjoy
@vanda_sep
@laluli77
@protectthefaith
@aimeejasmin
@fabius10scudi
@arribas_june

Top Tweeters in G6:
@tates5a
@susaninlaguna
@chrispilz
@antoinotabot
@indiaunleashed_
@sabrinanc10
@patim2
@jhpadillaleal
@ygytgonfvzaoaod
@greed_90

Top Tweeters in G7:
@stockguy61
@justjo2
@itwasacoup
@chromesthesia
@eimzcaomhanach
@expatina
@kristiwelshies
@boogidffskw2002
@mpoppeileen
@mikalvision

Top Tweeters in G8:
@yarosisnancy
@pollsstar
@hockeyfangirl12
@barbcast60
@gawlinskilaura
@concernedwhite1
@cardon_brian
@tamiguitar
@debbie156
@alxellt0308

Top Tweeters in G9:
@kurtschlichter
@grudging1
@leemitchellr
@dhladylaw
@slt229
@jmh6225
@theblaze
@kenaviba
@mo2dmax
@joelpollak

Top Tweeters in G10:
@briangrnotabot
@nitenitemelissa
@loreyjeanene
@whitecrow43
@ablnk
@timothy77490700
@keepitbluedems
@nursepeggy52
@lauratalbott
@da4pups


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