pew research, Twitter, 2/16/2023 2:48:54 AM, 289584
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pew research_2023-02-15_18-37-04.xlsx
pew research_2023-02-15_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2023
Short Description:
pew research via NodeXL https://bit.ly/3IrHf4U
@pewresearch
@sbabones
@pewtrusts
@pewenvironment
@chaaronpearson
@liagaertner
@bradwilcoxifs
@cnbc
@wrong_speak
@mightymouth5413

Top hashtags:
#sotu
#economy
#black
#coronavirus
#hispanic
#highseas
#obama
#reagan
#bbnj

Description:
Description
The graph represents a network of 5,294 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 02:40 UTC.

The tweets in the network were tweeted over the 1681-day, 20-hour, 58-minute period from Tuesday, 10 July 2018 at 03:50 UTC to Thursday, 16 February 2023 at 00:48 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 : 5294
Unique Edges : 2939
Edges With Duplicates : 10729
Total Edges : 13668
Number of Edge Types : 9
MentionsInReplyTo : 4159
Replies to : 1201
Mentions : 306
Tweet : 1080
Retweet : 3208
MentionsInRetweet : 3628
Quote : 55
MentionsInQuote : 23
MentionsInQuoteReply : 8
Self-Loops : 1345
Reciprocated Vertex Pair Ratio : 0.0507343124165554
Reciprocated Edge Ratio : 0.096569250317662
Connected Components : 916
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 1954
Maximum Edges in a Connected Component : 5788
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.049616
Graph Density : 0.000224687487754782
Modularity : 0.455384
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,294 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 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 02:40 UTC.

The tweets in the network were tweeted over the 1681-day, 20-hour, 58-minute period from Tuesday, 10 July 2018 at 03:50 UTC to Thursday, 16 February 2023 at 00:48 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:
[125] https://twitter.com/turkistantuzbah/status/1621568582516703233/photo/1
[21] https://www.pewresearch.org/fact-tank/2022/06/13/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases-2/
[19] 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/
[17] https://www.pewresearch.org/politics/2009/07/09/section-4-scientists-politics-and-religion/
[11] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2023/02/over-1-in-9-people-with-co-occurring-mental-illness-and-substance-use-disorders-arrested-annually
[10] https://twitter.com/tylerrrr0711/status/1622531904565305346/photo/1
[10] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/local-spending-on-jails-tops-$25-billion-in-latest-nationwide-data?utm_campaign=communities_psp________&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_highcosts_chart&utm_term=datapoint
[9] https://www.pewresearch.org/politics/2023/02/06/economy-remains-the-publics-top-policy-priority-covid-19-concerns-decline-again/
[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

Top URLs in Tweet in G1:
[2] https://www.theaustraliatoday.com.au/global-minority-report-india-tops-as-most-inclusive-country-for-religious-minorities/
[1] https://twitter.com/sbabones/status/1625555601001689088/photo/1
[1] https://twitter.com/sbabones/status/1624078055949099009/photo/1
[1] https://twitter.com/sbabones/status/1625137088990691328/photo/1
[1] https://www.livemint.com/news/india/communal-rift-highest-in-india-says-pew-study-11669743517440.html
[1] https://www.youtube.com/watch?v=biGAjEGPdk8

[1] https://twitter.com/vishwasabha/status/1624289460644102144/photo/1
[1] https://twitter.com/vaibhavUP65/status/1625770963655884800/photo/1
[1] https://twitter.com/sbabones/status/1625137088990691328

Top URLs in Tweet in G2:
[7] https://www.pewresearch.org/social-trends/2023/01/24/parenting-in-america-today/
[7] https://www.pewresearch.org/politics/2023/02/06/economy-remains-the-publics-top-policy-priority-covid-19-concerns-decline-again/
[6] 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/
[5] https://www.pewresearch.org/fact-tank/2023/02/02/key-findings-about-online-dating-in-the-u-s/
[5] https://spectrumlocalnews.com/nc/charlotte/news/2023/02/13/social-media-and-kids?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[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://www.forbes.com/sites/brucelee/2023/02/13/for-valentines-day-5-survey-findings-about-singles-from-pew-research/
[4] https://www.pewresearch.org/fact-tank/2023/02/09/key-facts-as-india-surpasses-china-as-the-worlds-most-populous-country/
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2023/02/over-1-in-9-people-with-co-occurring-mental-illness-and-substance-use-disorders-arrested-annually?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[3] https://www.deseret.com/2023/2/2/23574501/money-marriage-careers-parenting-pew-research

Top URLs in Tweet in G3:
[10] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/local-spending-on-jails-tops-$25-billion-in-latest-nationwide-data?utm_campaign=communities_psp________&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_highcosts_chart&utm_term=datapoint
[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/issue-briefs/2023/02/over-1-in-9-people-with-co-occurring-mental-illness-and-substance-use-disorders-arrested-annually
[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
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/31/to-best-fight-climate-change-blue-carbon-habitats-must-first-survive-it
[6] https://www.pewtrusts.org/en/research-and-analysis/video/2023/sending-kids-to-court-doesnt-help-them-heres-what-will
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/08/states-cities-scramble-to-combat-animal-tranq-in-street-drugs
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/26/pay-transparency-laws-raise-womens-salaries-and-slightly-lower-mens

Top URLs in Tweet in G4:
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/05/new-interactive-tool-models-ocean-protections-on-the-high-seas?utm_campaign=conservation_olhs________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[6] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/08/how-much-do-you-know-about-microplastics?utm_campaign=conservation_popl________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[5] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/01/enforcement-of-fisheries-rules-will-enhance-maritime-governance-and-security?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/08/with-microplastic-pollution-skyrocketing-the-eu-takes-needed-action?utm_campaign=conservation_popl________&utm_source=twitter_eu&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/01/enforcement-of-fisheries-rules-will-enhance-maritime-governance-and-security?utm_campaign=conservation_intf________&utm_source=twitter_eu&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[4] 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
[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/articles/2023/02/06/pitcairn-islands-marine-reserve-receives-prestigious-marine-conservation-institute-award?utm_campaign=conservation_pbol________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[125] https://twitter.com/turkistantuzbah/status/1621568582516703233/photo/1
[2] https://twitter.com/turkistantuzbah/status/1621568582516703233
[1] https://twitter.com/Dahirow10/status/1624442483517149184/photo/1
[1] https://twitter.com/Bagh_Ali_Dad/status/1621627531496497154/photo/1

Top URLs in Tweet in G6:
[2] https://twitter.com/JhWesten/status/1622626175653912577
[1] https://twitter.com/razonmasfe/status/1623355616163930112/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/NGScott_NZ/status/1624227400455438337
[1] https://twitter.com/NoaHathaway3/status/1622997580526366722/photo/1
[1] https://www.timesofisrael.com/poll-shows-large-swaths-of-israeli-youth-hate-arabs-back-revoking-citizenship/
[1] https://twitter.com/LollllllaJR/status/1623680207470096384/photo/1
[1] https://twitter.com/LollllllaJR/status/1623006224848498689/video/1

Top URLs in Tweet in G8:
[5] https://www.pewresearch.org/fact-tank/2022/03/28/young-women-are-out-earning-young-men-in-several-u-s-cities/
[3] https://www.pewresearch.org/fact-tank/2022/09/26/women-now-outnumber-men-in-the-u-s-college-educated-labor-force/
[1] https://adambcoleman.substack.com/p/episode-4-republicans-and-the-importance
[1] https://www.cnbc.com/2019/06/24/women-reach-leadership-roles-1point4-years-earlier-than-men-says-linkedin.html
[1] https://twitter.com/lndian_Bronson/status/1625477336681291776/photo/1
[1] https://twitter.com/lndian_Bronson/status/1625477338065510400/photo/1
[1] https://twitter.com/lndian_Bronson/status/1625477334852595712/photo/1

Top URLs in Tweet in G10:
[1] https://twitter.com/anthoNYUPoly/status/1623064071128903684/photo/1
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/09/republicans-have-filed-dozens-of-bills-to-disrupt-transgender-youth-health-care
[1] https://twitter.com/GOP/status/1625553967240425472
[1] https://twitter.com/RClinto57113970/status/1622630980463763456/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[748] twitter.com
[465] pewtrusts.org
[254] pewresearch.org
[92] elmundo.es
[47] theperfectenemy.com
[19] carjiescott.com
[17] deseret.com
[13] google.com
[13] trib.al
[13] youtube.com

Top Domains in Tweet in G1:
[6] twitter.com
[2] com.au
[1] livemint.com
[1] youtube.com

Top Domains in Tweet in G2:
[81] pewresearch.org
[67] twitter.com
[24] pewtrusts.org
[12] google.com
[10] forbes.com
[6] youtube.com
[5] blogspot.com
[5] spectrumlocalnews.com
[4] yoursun.com
[4] linkedin.com

Top Domains in Tweet in G3:
[321] pewtrusts.org
[90] twitter.com
[2] trib.al
[2] pewresearch.org
[1] nytimes.com
[1] issues.org
[1] co.uk
[1] sammagazine.fi

Top Domains in Tweet in G4:
[98] pewtrusts.org
[21] twitter.com
[1] canada.ca
[1] theguardian.com

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

Top Domains in Tweet in G6:
[3] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[1] timesofisrael.com

Top Domains in Tweet in G8:
[8] pewresearch.org
[3] twitter.com
[1] substack.com
[1] cnbc.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[183] sotu
[50] economy
[47] black
[47] coronavirus
[47] hispanic
[43] highseas
[37] obama
[37] reagan
[33] bbnj
[30] stateoftheunion



Top Hashtags in Tweet in G1:
[1] tolerant
[1] peaceful

Top Hashtags in Tweet in G2:
[4] borderobserver
[4] india
[4] onlinedating
[4] china
[3] population
[3] medcomid
[3] america
[2] faq
[2] illegals
[2] crimea

Top Hashtags in Tweet in G3:
[177] sotu
[30] stateoftheunion
[11] antibiotics
[10] sepsis
[7] gopresponse
[7] milwaukee
[4] urbanforestry
[4] texas
[3] infrastructure
[3] mangroves

Top Hashtags in Tweet in G4:
[43] highseas
[33] bbnj
[19] mangroves
[18] coastalwetlands
[18] love
[15] 30x30
[14] bluecarbon
[14] iuu
[12] impac5
[10] dyk

Top Hashtags in Tweet in G5:
[8] dawah
[8] beyonce
[1] france

Top Words
Top Words in Tweet in Entire Graph:
[3312] pew
[3276] research
[1668] center
[933] according
[856] country
[834] religion
[795] world
[787] sbabones
[740] india
[731] social

Top Words in Tweet in G1:
[798] research
[797] pew
[776] sbabones
[677] country
[676] center
[675] world
[669] india
[661] religion
[660] social
[660] worst

Top Words in Tweet in G2:
[418] pew
[399] research
[292] center
[157] according
[121] adults
[113] study
[111] 10
[108] dating
[101] used
[92] love

Top Words in Tweet in G3:
[496] pewtrusts
[177] #sotu
[174] states
[155] health
[139] more
[120] state
[112] mental
[106] use
[103] pewstates
[95] people

Top Words in Tweet in G4:
[335] pewenvironment
[144] waters
[130] water
[120] swimmer
[120] cold
[120] barbarellah
[119] kilometers
[118] swimming
[118] frozen
[118] history

Top Words in Tweet in G5:
[189] الإسلام
[177] research
[177] pew
[160] كل
[159] ساعة
[159] في
[158] جديد
[158] الى
[158] امريكا
[158] المصدر

Top Words in Tweet in G6:
[305] catholics
[163] pew
[161] research
[156] survey
[155] novus
[155] ordo
[154] jhwesten
[153] 89
[153] mass
[152] compared

Top Words in Tweet in G7:
[25] bob_alian
[25] jonathanweissb3
[25] daddy__c0o1
[25] victornakba
[25] laielkha
[25] pakeha56
[25] 1966jagetype
[25] corjoy
[25] busternr1
[25] ajewfromjudea

Top Words in Tweet in G8:
[120] pew
[114] black
[110] americans
[110] research
[110] race
[108] wrong_speak
[100] republicans
[99] 74
[99] extremely
[99] very

Top Words in Tweet in G9:
[105] pew
[103] center
[103] research
[101] fascist
[101] according
[101] christian
[101] nationalism
[101] growing
[101] country
[101] religion

Top Words in Tweet in G10:
[53] pew
[52] more
[51] gun
[51] legislation
[51] congress
[51] pass
[49] policy
[49] ban
[49] assault
[49] weapons

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3093] pew,research
[1645] research,center
[782] according,pew
[684] country,world
[668] world,social
[668] hostility,religion
[668] worst,country
[668] social,hostility
[413] sbabones,pew
[372] center,worst

Top Word Pairs in Tweet in G1:
[794] pew,research
[676] research,center
[674] country,world
[659] world,social
[659] hostility,religion
[659] worst,country
[659] social,hostility
[405] sbabones,pew
[363] india,1st
[363] according,pew

Top Word Pairs in Tweet in G2:
[384] pew,research
[289] research,center
[136] according,pew
[92] adults,used
[92] used,dating
[92] 10,adults
[91] center,study
[90] dating,site
[90] site,app
[89] encounter,10

Top Word Pairs in Tweet in G3:
[92] mental,health
[65] president,biden
[63] substance,use
[40] reduction,act
[40] inflation,reduction
[38] local,governments
[37] health,substance
[32] health,care
[31] use,disorders
[29] state,local

Top Word Pairs in Tweet in G4:
[120] swimmer,barbarellah
[120] cold,water
[120] water,swimmer
[118] kilometers,frozen
[118] history,swimming
[118] frozen,waters
[118] swimming,kilometers
[118] made,history
[118] barbarellah,made
[116] broken,cold

Top Word Pairs in Tweet in G5:
[177] pew,research
[158] المصدر,pew
[158] كل,ساعة
[157] ساعة,يدخل
[157] يدخل,الى
[157] في,امريكا
[157] الى,الإسلام
[157] امريكا,كل
[157] جديد,المصدر
[157] شخص,جديد

Top Word Pairs in Tweet in G6:
[161] pew,research
[155] novus,ordo
[153] research,survey
[152] latin,mass
[151] mass,catholics
[150] compared,latin
[150] approved,contraception
[150] survey,found
[150] found,89
[150] contraception,compared

Top Word Pairs in Tweet in G7:
[23] anastasiaklynch,hanneyangel
[23] shachar2like,anastasiaklynch
[23] 10pillar,spindokai
[23] daddy__c0o1,pakeha56
[23] pakeha56,isaacaaron1959
[23] banuokumus,robinsonmsr10
[23] davidne33308501,reallhere
[23] bob_alian,carl0s_vela
[23] _jeffblock,cool_grandad
[23] robinsonmsr10,genomenathan

Top Word Pairs in Tweet in G8:
[110] pew,research
[110] black,americans
[100] research,republicans
[99] race,very
[99] identity,pew
[99] very,extremely
[99] 74,black
[99] americans,see
[99] important,identity
[99] see,race

Top Word Pairs in Tweet in G9:
[103] research,center
[103] pew,research
[101] religion,country
[101] center,christian
[101] according,pew
[101] nationalism,fascist
[101] fascist,growing
[101] growing,religion
[101] christian,nationalism
[100] thefungi669,according

Top Word Pairs in Tweet in G10:
[51] congress,pass
[49] ban,assault
[49] weapons,pew
[49] legislation,time
[49] majority,americans
[49] gun,policy
[49] americans,congress
[49] more,gun
[49] time,ban
[49] assault,weapons

Top Replied-To
Top Replied-To in Entire Graph:
@sbabones
@thejrhollywood
@farhana27610134
@jhwesten
@lollllllajr
@osman_farooque
@foxnews
@noahathaway3
@yes_we_cat
@lfgpaddockpatek

Top Replied-To in G1:
@sbabones
@indian_online
@sushantsareen
@vaibhavup65

Top Replied-To in G3:
@potus
@stevescully
@byebye1266
@neonlovemachine
@leadhatter
@cool1sexy
@ursamajorintel
@ericrap19427845
@bosnerdley
@greg_price11

Top Replied-To in G5:
@turkistantuzbah
@mrcrow32881989
@bagh_ali_dad

Top Replied-To in G6:
@jhwesten
@jdpeterson1689
@thectwelve
@stinekey

Top Replied-To in G7:
@lollllllajr
@noahathaway3
@yes_we_cat
@lfgpaddockpatek
@coho29415979
@amanda43231487
@destination1111
@p3ng1z
@imdibe
@sparklenaloha

Top Replied-To in G8:
@childofthanos85
@gasmantx
@terrell4life

Top Replied-To in G10:
@anthonyupoly
@larrylaczko
@phillipkwillia1
@thetnholler
@rclinto57113970

Top Mentioned
Top Mentioned in Entire Graph:
@sbabones
@pewtrusts
@pewenvironment
@jhwesten
@turkistantuzbah
@barbarellah
@wrong_speak
@pewstates
@thefungi669
@catale7a

Top Mentioned in G1:
@sbabones
@amana_ansari
@canadainindia
@sanjay_dixit
@sreenathc
@sushantsareen
@narendramodi
@amitshah
@drsjaishankar

Top Mentioned in G2:
@stigmabasen
@arenapolitikal
@applpiprogress
@dailyproperties
@isaiahquintana_
@srinicaps
@kay_smith__
@holyvibecheck
@cmckenn38262511

Top Mentioned in G3:
@pewtrusts
@pewstates
@pewhealth
@pewenvironment
@potus
@sueurahn
@thejakehorowitz
@commonwealthfnd
@metroplanners
@kff

Top Mentioned in G4:
@pewenvironment
@barbarellah
@highseaspolicy
@peweurope
@pewtrusts
@bmcvrkel
@anelise_zimmer
@tom_hickey1
@skylagatta

Top Mentioned in G5:
@turkistantuzbah
@dahirow10
@abrab2025
@must_3_b

Top Mentioned in G6:
@jhwesten
@razonmasfe
@thectwelve

Top Mentioned in G7:
@jonathanweissb3
@1966jagetype
@laielkha
@victornakba
@corjoy
@indisciplined12
@busternr1
@ajewfromjudea
@daddy__c0o1
@pakeha56

Top Mentioned in G8:
@wrong_speak
@lndian_bronson
@jeffcharlesjr
@terrell4life
@gasmantx

Top Mentioned in G9:
@thefungi669
@norsemythnews

Top Mentioned in G10:
@antonioarellano
@gop
@sgthugostiglit2
@danrather
@pewtrusts
@thetnholler

Top Tweeters
Top Tweeters in Entire Graph:
@mistersalesman
@jurylady5
@stigmabaseo
@independent
@_redfrog
@httweets
@john1966olsen
@dgendvil
@lechatnoire4
@thehill

Top Tweeters in G1:
@madanabhat
@250praveen
@vinodshadija
@samir_patil
@akg316arvind
@sootradhar
@sharmaroyals
@lalashwa
@deep221187
@chaitoo154

Top Tweeters in G2:
@stigmabaseo
@independent
@stigmabasen
@thedextazlab
@jimmyroybloom
@ambulsiva
@mile_by_mile
@memeorandum
@sanook
@medcom_id

Top Tweeters in G3:
@john1966olsen
@dgendvil
@lechatnoire4
@angelakorras
@dreamcatchermja
@deathtocrazy
@cwharlow
@donotgiveuphope
@mijomojo1
@kals55

Top Tweeters in G4:
@_redfrog
@lorettabower3
@haltaq
@blubdha
@vickimo08056436
@alisonborealis
@margarethollin1
@juanseapi
@whysharksmatter
@thatmags

Top Tweeters in G5:
@lamartiiliass
@erwariu8wkndrnc
@mskhafagi
@uqxnkfkbumjerp3
@f_n_d_m
@kkhaldieh
@com_dreamer
@abdurrhman123
@gtohaz308wda9my
@tadabbaralquran

Top Tweeters in G6:
@radcaw
@alftab3
@gramyc44
@causeofourjoy
@vanda_sep
@laluli77
@protectthefaith
@aimeejasmin
@fabius10scudi
@arribas_june

Top Tweeters in G7:
@th2shay
@pen_bird
@finkley1
@cool_grandad
@matthewbadass2
@whywouldyou_uk
@manifesto2000
@artstop
@nkippur
@ireneminkema

Top Tweeters in G8:
@iamsophianelson
@jazzwoman1992
@damnoldguy
@bracing
@waikikibeech
@kmbaussie
@pamharr14199861
@everywhereroyis
@therealevelynk
@jeffcharlesjr

Top Tweeters in G9:
@tottenbill
@briangrnotabot
@nitenitemelissa
@loreyjeanene
@whitecrow43
@ablnk
@timothy77490700
@keepitbluedems
@nursepeggy52
@lauratalbott

Top Tweeters in G10:
@nakesha_horsey
@bmangh
@artis_elemental
@douglaslmcwhor1
@linda_dinardo
@mrsjagray
@mrkelleytusco
@mummacity
@dyavorsk
@traceyk75883839


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