pew research, Twitter, 3/9/2023 2:47:35 AM, 290672
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pew research_2023-03-08_18-37-04.xlsx
pew research_2023-03-08_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2023
Short Description:
pew research via NodeXL https://bit.ly/3JqeI08
@pewtrusts
@johnlabrph
@gop
@pewstates
@pewresearch
@pewenvironment
@lorac328
@roylovesamerica
@custer77777
@fcc

Top hashtags:
#ai
#igc5
#ukraine
#philadelphia
#highseas
#leydeajustevenezolano
#ia
#research
#inquiets

Description:
Description
The graph represents a network of 6,383 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 02:41 UTC.

The tweets in the network were tweeted over the 2214-day, 6-hour, 21-minute period from Monday, 13 February 2017 at 18:38 UTC to Thursday, 09 March 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 : 6383
Unique Edges : 4355
Edges With Duplicates : 10968
Total Edges : 15323
Number of Edge Types : 9
Retweet : 2695
MentionsInRetweet : 3171
MentionsInReplyTo : 5830
Replies to : 1881
Tweet : 1134
Mentions : 427
Quote : 82
MentionsInQuote : 28
MentionsInQuoteReply : 75
Self-Loops : 1542
Reciprocated Vertex Pair Ratio : 0.0581257413997628
Reciprocated Edge Ratio : 0.109865470852018
Connected Components : 1138
Single-Vertex Connected Components : 467
Maximum Vertices in a Connected Component : 1815
Maximum Edges in a Connected Component : 5410
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.947821
Graph Density : 0.000197072360954869
Modularity : 0.517648
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,383 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 02:41 UTC.

The tweets in the network were tweeted over the 2214-day, 6-hour, 21-minute period from Monday, 13 February 2017 at 18:38 UTC to Thursday, 09 March 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:
[67] https://www.forbes.com/sites/josiecox/2023/03/01/us-gender-pay-gap-remains-stable-and-little-changed-from-twenty-years-ago-pew-research-finds/?sh=5c33dfd9671c&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[37] https://m.washingtontimes.com/news/2021/may/19/survey-fox-viewers-better-informed-cnn-msnbc-viewe/
[33] 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/
[18] https://carjiescott.com/2018/06/17/cdc
[15] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[15] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/details/Associate-Director--Race-and-Ethnicity_R002023
[14] https://www.healthcaredive.com/news/artificial-intelligence-AI-healthcare-patients-uncomfortable-Pew-research-center/643429/
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/14/wildlife-crossings-along-us-roads-can-benefit-animals-people-and-climate
[11] https://www.mentaldaily.com/article/2023/02/heres-what-surveys-of-public-opinion-in-the-first-year-of-the-war-in-ukraine-showed
[10] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/

Top URLs in Tweet in G1:
[11] https://www.forbes.com/sites/josiecox/2023/03/01/us-gender-pay-gap-remains-stable-and-little-changed-from-twenty-years-ago-pew-research-finds/?sh=5c33dfd9671c&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[11] https://www.mentaldaily.com/article/2023/02/heres-what-surveys-of-public-opinion-in-the-first-year-of-the-war-in-ukraine-showed
[8] https://www.pewresearch.org/fact-tank/2023/03/01/gender-pay-gap-facts/
[6] https://www.forbes.com/sites/marisadellatto/2023/03/01/women-still-make-82-cents-on-the-dollar-compared-to-men-study-finds?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[6] https://www.christianitytoday.com/ct/2023/february-web-only/christianity-america-pew-research-statistics-minority.html
[5] https://www.healthcaredive.com/news/artificial-intelligence-AI-healthcare-patients-uncomfortable-Pew-research-center/643429/
[5] https://twitter.com/Forbes/status/1632317545356066816/photo/1
[5] https://www.pewresearch.org/fact-tank/2023/02/22/how-americans-view-emerging-uses-of-artificial-intelligence-including-programs-to-generate-text-or-art/
[4] https://www.forbes.com/sites/josiecox/2023/03/01/us-gender-pay-gap-remains-stable-and-little-changed-from-twenty-years-ago-pew-research-finds/?utm_source=dlvr.it&utm_medium=twitter
[4] https://twitter.com/Forbes/status/1632287349664100354/video/1

Top URLs in Tweet in G2:
[6] https://twitter.com/BlackDolltm/status/1632185372800176128/photo/1
[4] https://twitter.com/QuestionTree/status/1628259920486203392/photo/1
[3] https://twitter.com/dyingscribe/status/1630658461766656017
[1] https://twitter.com/dyingscribe/status/1630658461766656017/video/1
[1] https://twitter.com/BlackDolltm/status/1632193189036654592/photo/1

Top URLs in Tweet in G3:
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/14/wildlife-crossings-along-us-roads-can-benefit-animals-people-and-climate
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/13/to-end-illegal-fishing-countries-must-work-together
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/24/addiction-treatment-may-be-coming-to-a-pharmacy-near-you
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/24/restoring-community-valuing-dignity?utm_campaign=communities_atf________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____quotetile_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/14/chile-declares-new-protected-area-in-patagonia
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/09/innovative-use-of-farmed-oysters-boosts-businesses-and-the-environment
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/14/a-slew-of-state-proposals-shows-the-threat-of-forever-chemicals
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/28/states-strive-to-help-snap-recipients-cope-with-lower-benefits
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/03/02/5-facts-about-affordable-rental-housing-that-matter-for-broadband?utm_campaign=governing_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/03/02/5-facts-about-affordable-rental-housing-that-matter-for-broadband

Top URLs in Tweet in G4:
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/14/wildlife-crossings-along-us-roads-can-benefit-animals-people-and-climate?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/03/united-nations-must-finalize-high-seas-treaty-in-2023
[6] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/14/northeast-atlantic-fisheries-managers-make-progress-toward-prioritizing-ecosystem-health?utm_campaign=conservation_intf________&utm_source=twitter_eu&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[4] https://rusi.org/explore-our-research/publications/occasional-papers/future-iuu-fishing-trends-warming-world-global-horizon-scan
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/13/how-much-does-marine-conservation-help-the-ocean?utm_campaign=conservation_pbol________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___quote
[4] http://ow.ly/FthP50LRfc5
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/13/to-end-illegal-fishing-countries-must-work-together?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[2] 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=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/29/new-national-monument-in-nevada-would-sustain-indigenous-culture-nature-and-economy?utm_campaign=conservation_usplrc________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[3] https://twitter.com/MadisonWiIson/status/1629509974861795328/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1629262436095205376/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1629510472276881412/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1628553407089844224/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1630637264605724686/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1627733034517598210/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1628552482107408385/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1628552052174467072/photo/1
[1] https://twitter.com/RoyLovesAmerica/status/1630261100611620864/photo/1
[1] https://apnews.com/article/virus-outbreak-race-and-ethnicity-suburbs-health-racial-injustice-7edf9027af1878283f3818d96c54f748

Top URLs in Tweet in G6:
[1] https://twitter.com/Kanthan2030/status/1632520187881885698/photo/1
[1] https://twitter.com/i/web/status/1632276233651359744
[1] https://twitter.com/Kanthan2030/status/1632276233651359744/photo/1
[1] https://www.pewresearch.org/global/2019/10/15/european-public-opinion-three-decades-after-the-fall-of-communism/

Top URLs in Tweet in G7:
[2] https://quadrant.org.au/opinion/qed/2023/02/unholy-alliance-inside-the-campaign-to-pry-india-from-the-west/
[1] https://www.firstpost.com/opinion/view-from-abroad-another-index-gone-wrong-how-pews-religious-freedom-rankings-misrepresent-india-12179502.html
[1] https://twitter.com/sbabones/status/1627349042358534144/photo/1
[1] https://twitter.com/sbabones/status/1629859664111214592/photo/1
[1] https://twitter.com/sbabones/status/1627616550940459018
[1] https://twitter.com/ProfBabones/status/1627616550940459018
[1] https://twitter.com/ProfBabones/status/1631292527239131136

Top URLs in Tweet in G8:
[56] https://www.forbes.com/sites/josiecox/2023/03/01/us-gender-pay-gap-remains-stable-and-little-changed-from-twenty-years-ago-pew-research-finds/?sh=5c33dfd9671c&utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[3] https://www.forbes.com/sites/marisadellatto/2023/03/01/women-still-make-82-cents-on-the-dollar-compared-to-men-study-finds?utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter&utm_medium=social
[2] https://www.cnbc.com/2022/02/09/why-there-arent-enough-policies-to-help-the-middle-class.html?__source=twitter|main
[1] https://twitter.com/Forbes/status/1632892592521084928/photo/1
[1] https://www.forbes.com/sites/jackkelly/2023/02/24/the-sandwich-generation-is-financially-taking-care-of-their-parents-kids-and-themselves/?sh=54e0a2742af4&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[1] https://twitter.com/Forbes/status/1631265610830151685/video/1
[1] https://twitter.com/Forbes/status/1631227862186352642/photo/1
[1] https://twitter.com/Forbes/status/1631031561612042242/photo/1
[1] https://twitter.com/Forbes/status/1631371306867236880/photo/1
[1] https://www.forbes.com/sites/josiecox/2023/03/01/us-gender-pay-gap-remains-stable-and-little-changed-from-twenty-years-ago-pew-research-finds/?sh=5c33dfd9671c&utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter

Top URLs in Tweet in G9:
[4] https://twitter.com/DSaritel/status/1627695765500878849/photo/1
[2] https://twitter.com/TheHistoryU/status/1632237858680365057/photo/1
[2] https://www.pewresearch.org/religion/religious-landscape-study/state/texas/party-affiliation/
[2] https://twitter.com/LaurenRow5/status/1628836646345969665/photo/1
[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/totastuff/status/1628222570922229760/video/1
[1] https://www.pewresearch.org/global/2014/05/08/despite-concerns-about-governance-ukrainians-want-to-remain-one-country/
[1] https://twitter.com/JplandonTX/status/1629452479132835841/photo/1
[1] https://twitter.com/elonmusk/status/1632681788941139972/photo/1
[1] https://twitter.com/i/web/status/1633633577811456000

Top URLs in Tweet in G10:
[4] https://twitter.com/GoingCrazeey/status/1630007724204277760/photo/1
[3] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[2] https://twitter.com/kratosBVLL/status/1629984297120563200/photo/1
[1] https://thehill.com/policy/defense/3872007-half-of-americans-believe-us-should-support-ukraine-as-long-as-it-takes-to-win-poll/amp/
[1] https://twitter.com/POTUS/status/1630749837976018947/video/1
[1] https://twitter.com/kratosBVLL/status/1629505575070433280/photo/1
[1] https://twitter.com/i/web/status/1628903897984122884
[1] https://twitter.com/randymot4/status/1629588895489728522/photo/1
[1] https://twitter.com/randymot4/status/1631261929418129409/photo/1
[1] https://twitter.com/randymot4/status/1633173880113119232/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[940] twitter.com
[348] pewtrusts.org
[288] pewresearch.org
[142] elmundo.es
[92] forbes.com
[51] carjiescott.com
[49] washingtontimes.com
[23] healthcaredive.com
[23] google.com
[22] christianitytoday.com

Top Domains in Tweet in G1:
[152] twitter.com
[105] pewresearch.org
[28] forbes.com
[18] pewtrusts.org
[16] google.com
[11] mentaldaily.com
[8] healthcaredive.com
[8] christianitytoday.com
[6] cnn.com
[5] cbsnews.com

Top Domains in Tweet in G2:
[15] twitter.com

Top Domains in Tweet in G3:
[239] pewtrusts.org
[45] twitter.com
[2] theatlantic.com
[2] politico.com
[1] washingtonpost.com
[1] nytimes.com
[1] npr.org
[1] transatlanticbarometer.org
[1] lenfestocean.org
[1] alachuachronicle.com

Top Domains in Tweet in G4:
[66] pewtrusts.org
[27] twitter.com
[4] rusi.org
[4] ow.ly
[1] backtoblueinitiative.com

Top Domains in Tweet in G5:
[15] twitter.com
[3] pewresearch.org
[1] apnews.com

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

Top Domains in Tweet in G7:
[5] twitter.com
[2] org.au
[1] firstpost.com

Top Domains in Tweet in G8:
[63] forbes.com
[12] twitter.com
[2] cnbc.com
[1] shp.so

Top Domains in Tweet in G9:
[59] twitter.com
[7] pewresearch.org
[3] latimes.com
[2] washingtontimes.com
[1] cnbc.com
[1] palmerreport.com
[1] google.com
[1] nypost.com
[1] trib.al

Top Domains in Tweet in G10:
[29] twitter.com
[4] pewresearch.org
[4] washingtontimes.com
[2] nytimes.com
[1] thehill.com
[1] trib.al
[1] facebook.com
[1] usatoday.com
[1] idcommunism.com
[1] gallup.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[39] ai
[30] igc5
[24] ukraine
[23] philadelphia
[22] highseas
[22] leydeajustevenezolano
[17] ia
[17] research
[16] inquiets
[16] russia



Top Hashtags in Tweet in G1:
[19] ai
[13] russia
[13] research
[12] ukraine
[6] borderobserver
[5] healthcare
[5] artificialintelligence
[4] military
[4] روسيا
[3] women

Top Hashtags in Tweet in G3:
[23] philadelphia
[6] papolitics
[5] opioid
[4] dyk
[3] milwaukee
[3] caleg
[2] matact
[2] affordableconnectivityprogram
[2] i4j
[2] ux

Top Hashtags in Tweet in G4:
[30] igc5
[22] highseas
[8] avikwaame
[7] iuu
[7] 30x30
[6] iuufishing
[5] stopfundingoverfishing
[3] worldseagrassday
[3] wtofishcount
[2] honoravikwaame

Top Hashtags in Tweet in G9:
[1] voteoutcrazy
[1] voteblue
[1] elon
[1] elonmusk
[1] twitter

Top Hashtags in Tweet in G10:
[1] sexnotgender
[1] gendercritical
[1] bidendestroysamerica

Top Words
Top Words in Tweet in Entire Graph:
[3520] pew
[3413] research
[1089] center
[706] according
[517] last
[508] women
[506] more
[449] people
[448] 12
[444] lot

Top Words in Tweet in G1:
[515] pew
[505] research
[321] center
[135] according
[92] americans
[77] more
[62] women
[60] men
[52] gap
[52] 2022

Top Words in Tweet in G2:
[449] research
[441] pew
[424] fuck
[419] dyingscribe
[413] lot
[412] girls
[412] tell
[411] last
[411] months
[411] tinder

Top Words in Tweet in G3:
[137] pewtrusts
[96] pewstates
[77] states
[68] people
[68] state
[67] use
[67] health
[54] more
[53] pewhealth
[47] help

Top Words in Tweet in G4:
[259] pewenvironment
[133] ocean
[107] wildlife
[86] one
[68] waters
[66] climate
[60] subsidies
[60] provide
[54] governments
[52] two

Top Words in Tweet in G5:
[15] resistenzanow
[14] pew
[13] saltytanker2
[13] research
[13] luckboxwinnerr
[12] ferahgo684
[11] rosegar17673310
[11] carmatta1
[10] ppitstopii
[10] agentmarkov

Top Words in Tweet in G6:
[190] democracy
[189] better
[189] capitalism
[188] lives
[188] countries
[188] make
[188] ussr
[188] answer
[188] kanthan2030
[188] really

Top Words in Tweet in G7:
[243] anti
[131] hindu
[124] sbabones
[124] india
[115] read
[115] alliance
[113] inside
[113] hindutva
[113] campaign
[113] exposé

Top Words in Tweet in G8:
[129] research
[129] pew
[115] forbes
[79] according
[69] study
[66] gender
[66] gap
[66] stable
[66] pay
[65] 82

Top Words in Tweet in G9:
[89] research
[69] pew
[51] more
[50] women
[33] liberal
[32] conservative
[28] according
[23] center
[22] survey
[21] elonmusk

Top Words in Tweet in G10:
[42] research
[40] pew
[21] nytimes
[20] potus
[13] people
[13] center
[11] americans
[8] ukraine
[7] shrikex0r
[7] according

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3220] pew,research
[1061] research,center
[440] according,pew
[418] 12,months
[416] fuck,pew
[414] research,tell
[413] last,12
[412] tell,lot
[412] dyingscribe,fuck
[412] lot,dates

Top Word Pairs in Tweet in G1:
[488] pew,research
[313] research,center
[78] according,pew
[42] pay,gap
[40] 20,years
[32] gender,pay
[24] years,ago
[23] little,changed
[22] research,finds
[21] remains,stable

Top Word Pairs in Tweet in G2:
[440] pew,research
[414] fuck,pew
[412] research,tell
[411] 12,months
[411] months,girls
[411] lot,dates
[411] girls,tinder
[411] dates,last
[411] dyingscribe,fuck
[411] tell,lot

Top Word Pairs in Tweet in G3:
[39] substance,use
[36] mental,health
[30] health,substance
[19] use,disorders
[18] affordable,housing
[18] tax,revenue
[17] use,disorder
[14] connected,households
[14] connect,connected
[14] bead,affordable

Top Word Pairs in Tweet in G4:
[57] one,ocean
[45] fleets,travel
[45] subsidies,fleets
[45] provide,subsidies
[45] governments,strong
[45] waters,governments
[45] strong,economies
[45] economies,provide
[45] overfishing,waters
[43] pewenvironment,overfishing

Top Word Pairs in Tweet in G5:
[12] pew,research
[7] digimalice,itisjustmebabe
[7] peregrinepfp,slim90866101
[7] woodcutterbrian,resistenzanow
[7] itisjustmebabe,gigi69030829
[7] resistenzanow,peregrinepfp
[7] ghost_of_tick,woodcutterbrian
[7] ladyoftheocean1,tangogolfsierr1
[7] rosegar17673310,ladyoftheocean1
[7] slim90866101,42gnome

Top Word Pairs in Tweet in G6:
[189] capitalism,democracy
[188] answer,quite
[188] make,lives
[188] democracy,really
[188] countries,better
[188] former,ussr
[188] ussr,countries
[188] really,make
[188] better,answer
[188] quite,unexpected

Top Word Pairs in Tweet in G7:
[125] anti,hindu
[113] west',read
[113] india,west'
[113] alliance,inside
[113] campaign,pry
[113] pry,india
[113] read,exposé
[113] hindu,forces
[113] hindutva,anti
[113] anti,hindutva

Top Word Pairs in Tweet in G8:
[129] pew,research
[66] gender,pay
[66] pay,gap
[58] forbes,gender
[57] years,ago
[57] remains,stable
[57] research,finds
[57] little,changed
[57] gap,remains
[57] stable,little

Top Word Pairs in Tweet in G9:
[68] pew,research
[32] conservative,women
[23] research,center
[17] generally,more
[16] women,report
[16] more,satisfied
[16] survey,conducted
[16] liberal,women
[16] research,indicates
[16] liberal,counterparts

Top Word Pairs in Tweet in G10:
[38] pew,research
[13] research,center
[7] research,2018
[7] erikwemple,nytimes
[7] shrikex0r,erikwemple
[7] foregality,shrikex0r
[5] anontranshoe,foregality
[4] according,pew
[3] having,kids
[3] research,found

Top Replied-To
Top Replied-To in Entire Graph:
@mmpadellan
@calltoactivism
@rbreich
@dyingscribe
@elonmusk
@foxnews
@repmtg
@gregvella4
@oddemann
@7x90oodz9xiox4l

Top Replied-To in G2:
@dyingscribe
@b1coyle
@alicentiouslot
@jasonterrysysbm
@blackdolltm
@domaiforeman
@oxbftld
@brattyblackgir1

Top Replied-To in G3:
@projecthome
@jayare303
@69expressks
@lisasorg

Top Replied-To in G5:
@johnlabrph
@lukeso20
@roylovesamerica
@rsnoeljr
@silver_strike
@nrthms1
@treathunterdog
@madisonwiison
@shrekvivre
@friartucknj

Top Replied-To in G6:
@pauldpole
@kanthan2030

Top Replied-To in G7:
@profbabones

Top Replied-To in G9:
@elonmusk
@repmtg
@muskyelon13
@gatorlope
@cpresser_2
@joncoopertweets
@schachin
@acarts13
@funky9ers
@genpeesyrocks

Top Replied-To in G10:
@anontranshoe
@randymot4
@zpoet
@kratosbvll
@its311ammichael
@grimsr3ap3r79
@catturd2
@potus
@dmix
@james74842954

Top Mentioned
Top Mentioned in Entire Graph:
@dyingscribe
@pewenvironment
@kanthan2030
@pewtrusts
@forbes
@pewstates
@oldsargepap
@borisnowak
@kyleseraphin

Top Mentioned in G1:
@eusebiaaq
@socaltelevision
@angryman113
@bphnetwork
@jordansanchezca
@graytrope
@hernangraffe
@hooperjasmine00
@guilbaultrenee

Top Mentioned in G2:
@dyingscribe
@zenrotwo
@blackdolltm
@alicentiouslot
@jasonterrysysbm
@__angel__187
@oxbftld
@questiontree

Top Mentioned in G3:
@pewtrusts
@pewstates
@pewhealth
@km_dewit
@projecthome
@gailwaldby
@sueurahn
@pewenvironment
@espovich

Top Mentioned in G4:
@pewenvironment
@rusi_org
@pewstates
@mattskroch
@gius_dicarlo
@wto
@pewtrusts
@un
@ernesto_fermon
@jcgibbon

Top Mentioned in G5:
@resistenzanow
@luckboxwinnerr
@saltytanker2
@ferahgo684
@rosegar17673310
@carmatta1
@agentmarkov
@damenstraulsho
@odgertheviking

Top Mentioned in G6:
@kanthan2030

Top Mentioned in G7:
@sanatandha
@arth_live
@zeetv
@priyada10045123
@firstpost

Top Mentioned in G8:
@forbes
@cnbc
@chuerta1

Top Mentioned in G9:
@elonmusk
@repmtg
@laurenboebert
@adamkinzinger
@tommyigoe
@feefer2
@cherijacobus
@repadamschiff
@liz_cheney
@a5addict

Top Mentioned in G10:
@nytimes
@potus
@foregality
@shrikex0r
@erikwemple
@vp
@catturd2
@jordanbpeterson
@hawleymo
@jess_starlinz

Top Tweeters
Top Tweeters in Entire Graph:
@detikcom
@tradermarcocost
@chris_1791
@matiere
@kogemayo
@dpiloncita
@_redfrog
@pavan_sethi
@dgendvil
@thehill

Top Tweeters in G1:
@laki0814
@thedextazlab
@lucas_wyrsch
@mile_by_mile
@redot2005
@drpatfarrell
@shehzadyounis
@c_coolidge
@feedpushr
@gustavoipadilla

Top Tweeters in G2:
@cawfeel
@franley12
@les_brise
@actualbeefheart
@scottymcshotty
@fingersliberace
@5wiim
@jdrive319
@obiwillkenobiii
@esterlincooper

Top Tweeters in G3:
@dgendvil
@deathtocrazy
@amazingchevvolt
@mary_swilling
@gailwaldby
@manyazuba
@prison_health
@ghostdansing
@tony_porras2050
@celerycaraway

Top Tweeters in G4:
@_redfrog
@petchary
@dawnroseturner
@eddwilson
@jillloveatlas
@hullfair
@nigeblue
@cecalli_helper
@nufcedkevin
@taximanf100

Top Tweeters in G5:
@thereseosulliv2
@dianacialino
@quin4trump
@vickie627
@marvinrjeffcoat
@vincegottalotta
@khenry657
@ladyoftheocean1
@42gnome
@timfaulkner81

Top Tweeters in G6:
@wgarnews
@mimitexasangel
@simon_a_wood
@georgegalloway
@carter_embrey
@clownele
@lilitica
@epicfighter007
@sunnipulse786
@sil_viar0

Top Tweeters in G7:
@monty_chadha
@pickooo
@firstpost
@rohithiware
@172263bff5c8473
@senag23
@zeetv
@panickeruma
@ramana1729
@ayamatmabrahm

Top Tweeters in G8:
@tradermarcocost
@dreamcatchermja
@newyorker2212
@behappyandcivil
@cnbc
@ciangaia
@akaxochi
@forbes
@redeemcrier
@rodbamberry

Top Tweeters in G9:
@latimes
@washtimes
@cherijacobus
@joncoopertweets
@pamande29517684
@stephphilip8
@schachin
@brokenwing2005
@ericmmatheny
@palmerreport

Top Tweeters in G10:
@nytimes
@michael_aw77
@zaleskiluke
@matthewjshow
@paisano
@wagatwe
@georgetakei
@matthewbparkssr
@townhallcom
@catturd2


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