pew research, Twitter, 3/16/2023 1:48:36 AM, 291311
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pew research_2023-03-15_18-37-04.xlsx
pew research_2023-03-15_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2023
Short Description:
pew research via NodeXL https://bit.ly/3LnY0A5
@upholdreality
@potus
@audibledarkness
@andreyorlov818
@pewenvironment
@legionivfelix
@kanthan2030
@un
@mattwylde35
@pewresearch

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

Description:
Description
The graph represents a network of 5,914 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 01:40 UTC.

The tweets in the network were tweeted over the 2221-day, 5-hour, 18-minute period from Monday, 13 February 2017 at 18:38 UTC to Wednesday, 15 March 2023 at 23:57 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 : 5914
Unique Edges : 3094
Edges With Duplicates : 10759
Total Edges : 13853
Number of Edge Types : 9
Retweet : 2910
MentionsInRetweet : 3397
MentionsInReplyTo : 4264
Replies to : 1692
Tweet : 1072
Mentions : 351
Quote : 72
MentionsInQuote : 33
MentionsInQuoteReply : 62
Self-Loops : 1419
Reciprocated Vertex Pair Ratio : 0.0592775548008645
Reciprocated Edge Ratio : 0.111920722821335
Connected Components : 1067
Single-Vertex Connected Components : 411
Maximum Vertices in a Connected Component : 2093
Maximum Edges in a Connected Component : 5251
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.252835
Graph Density : 0.00019622824267171
Modularity : 0.489985
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,914 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 01:40 UTC.

The tweets in the network were tweeted over the 2221-day, 5-hour, 18-minute period from Monday, 13 February 2017 at 18:38 UTC to Wednesday, 15 March 2023 at 23:57 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:
[141] 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/
[24] 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/
[15] https://www.pewresearch.org/fact-tank/2023/03/01/gender-pay-gap-facts/
[13] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[12] 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/2023/03/08/black-americans-view-capitalism-more-negatively-than-positively-but-express-hope-in-black-businesses/
[10] 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
[9] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[9] https://www.christianitytoday.com/ct/2023/february-web-only/christianity-america-pew-research-statistics-minority.html

Top URLs in Tweet in G1:
[2] 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/
[1] https://twitter.com/i/web/status/1635991778758123522
[1] https://twitter.com/upholdreality/status/1635991778758123522/photo/1
[1] https://twitter.com/upholdreality/status/1635991778758123522

Top URLs in Tweet in G2:
[27] 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
[12] 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/2023/03/08/black-americans-view-capitalism-more-negatively-than-positively-but-express-hope-in-black-businesses/
[7] https://www.pewresearch.org/fact-tank/2023/03/01/gender-pay-gap-facts/
[6] https://www.christianitytoday.com/ct/2023/february-web-only/christianity-america-pew-research-statistics-minority.html
[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
[5] https://twitter.com/Forbes/status/1632317545356066816/photo/1
[5] https://twitter.com/Forbes/status/1634481819268575232/photo/1
[4] https://www.pewresearch.org/fact-tank/2023/03/02/mental-health-and-the-pandemic-what-u-s-surveys-have-found/
[4] https://twitter.com/Forbes/status/1635551404394786816/photo/1

Top URLs in Tweet in G3:
[3] https://twitter.com/dyingscribe/status/1630658461766656017
[1] https://twitter.com/dyingscribe/status/1630658461766656017/video/1

Top URLs in Tweet in G4:
[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/
[1] https://twitter.com/DhjPvt/status/1635997844791513088/photo/1
[1] https://twitter.com/trtworld/status/1635913731925311488/photo/1

Top URLs in Tweet in G5:
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/03/09/firing-squads-could-return-as-states-debate-the-death-penalty
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/01/20/restoring-community?utm_campaign=communities_atf________&utm_source=fb-li-tw_trusts&utm_medium=social&utm_content=_____video_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/03/13/as-supreme-court-considers-student-loan-forgiveness-states-may-expand-their-programs
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2023/02/how-philadelphias-economy-is-recovering?utm_campaign=communities_prp________&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?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/2023/02/24/restoring-community-valuing-dignity?utm_campaign=communities_atf________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/02/06/states-strive-to-reverse-shortage-of-paramedics-emts?utm_campaign=health_stl________&utm_source=twitter_health&utm_medium=social&utm_content=_____linkcard_&utm_term=policytrend
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/03/07/states-consider-ending-right-on-red-to-address-rising-pedestrian-deaths
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2023/03/03/west-warms-to-geothermal-energy-as-a-path-to-clean-power-goals
[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 G6:
[9] https://rusi.org/explore-our-research/publications/occasional-papers/future-iuu-fishing-trends-warming-world-global-horizon-scan
[7] http://ow.ly/FthP50LRfc5
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/03/07/north-pacific-fishery-managers-must-improve-oversight-of-transshipment?utm_campaign=conservation_intf________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[6] 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=___
[5] 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] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/02/03/united-nations-must-finalize-high-seas-treaty-in-2023
[3] 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=___
[2] 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=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2023/03/14/plan-aims-to-protect-the-gulf-of-mexicos-largest-seagrass-bed?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___newshook
[1] https://twitter.com/pewenvironment/status/1633520633693839374/video/1

Top URLs in Tweet in G7:
[1] https://twitter.com/AngloChristian_/status/1635619621188554752/photo/1

Top URLs in Tweet in G8:
[113] 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
[4] 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
[1] https://twitter.com/Forbes/status/1631371306867236880/photo/1
[1] https://twitter.com/Forbes/status/1631227862186352642/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
[1] https://twitter.com/Forbes/status/1631265610830151685/video/1
[1] https://twitter.com/Forbes/status/1631031561612042242/photo/1
[1] https://twitter.com/Forbes/status/1632317545356066816/photo/1
[1] https://twitter.com/Forbes/status/1632287349664100354/video/1
[1] https://twitter.com/Forbes/status/1634841740589891588/photo/1

Top URLs in Tweet in G9:
[1] https://twitter.com/PlanningMyPast/status/1632899023454568448/photo/1
[1] https://twitter.com/CalltoActivism/status/1635798975205842945/photo/1
[1] https://twitter.com/VaultedPolitics/status/1630629324284936216/video/1
[1] https://twitter.com/CalltoActivism/status/1631744749467041811/photo/1
[1] https://twitter.com/CalltoActivism/status/1634996040381403136/photo/1
[1] https://twitter.com/i/web/status/1636093525790957568
[1] https://twitter.com/CalltoActivism/status/1636093525790957568/photo/1
[1] https://twitter.com/CalltoActivism/status/1634645117641302017/photo/1
[1] https://twitter.com/CalltoActivism/status/1635840636006932481/photo/1
[1] https://twitter.com/CalltoActivism/status/1631041455337734144/photo/1

Top URLs in Tweet in G10:
[2] https://twitter.com/GreatestPOTUS45/status/1635712844745543680/photo/1
[1] https://twitter.com/Vulgar_wit/status/1634313326871347200/photo/1
[1] https://twitter.com/colbertlateshow/status/1634054856414490624/video/1
[1] https://twitter.com/POTUS/status/1630749837976018947/video/1
[1] https://twitter.com/IngrahamAngle/status/1631646720198148096/video/1
[1] https://twitter.com/SabraSarai/status/1633237425886486529/photo/1
[1] https://www.politico.com/blogs/media/2013/12/is-msnbc-worse-than-fox-news-179175
[1] https://www.msnbc.com/rachel-maddow-show/maddowblog/mccarthy-still-scrambling-defend-footage-deal-fox-news-rcna72851?cid=sm_npd_ms_tw_ma&taid=64074bb227e6b00001480215&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[1] https://www.msnbc.com/all-in/watch/bernie-americans-shouldn-t-have-to-go-deeply-in-debt-to-get-an-education-164226629652?cid=sm_npd_ms_tw_ma&taid=64072e4b27e6b0000147f8d2&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[1] https://www.msnbc.com/the-reidout/watch/trump-at-cpac-delivering-conspiracy-driven-vision-for-america-critiqued-by-mehdi-hasan-164604997564

Top Domains
Top Domains in Tweet in Entire Graph:
[917] twitter.com
[261] pewtrusts.org
[258] pewresearch.org
[174] forbes.com
[134] elmundo.es
[48] washingtontimes.com
[24] carjiescott.com
[23] christianitytoday.com
[15] cbsnews.com
[15] trib.al

Top Domains in Tweet in G1:
[3] twitter.com
[2] carjiescott.com

Top Domains in Tweet in G2:
[158] twitter.com
[97] pewresearch.org
[47] forbes.com
[14] pewtrusts.org
[12] mentaldaily.com
[11] google.com
[8] christianitytoday.com
[5] pcmag.com
[5] linkedin.com
[4] blogspot.com

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G4:
[5] twitter.com
[1] pewresearch.org

Top Domains in Tweet in G5:
[189] pewtrusts.org
[44] twitter.com
[2] politico.com
[2] reddit.com
[1] lenfestocean.org
[1] washingtonpost.com
[1] nytimes.com
[1] pewresearch.org
[1] outliermedia.org
[1] capitolnewsillinois.com

Top Domains in Tweet in G6:
[42] pewtrusts.org
[17] twitter.com
[9] rusi.org
[7] ow.ly
[1] backtoblueinitiative.com

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

Top Domains in Tweet in G8:
[120] forbes.com
[16] twitter.com
[1] cnn.com
[1] shp.so

Top Domains in Tweet in G9:
[51] twitter.com
[4] pewresearch.org
[1] cdc.gov
[1] rand.org
[1] youtube.com
[1] washingtontimes.com
[1] statcdn.com

Top Domains in Tweet in G10:
[20] twitter.com
[5] msnbc.com
[3] trib.al
[2] pewresearch.org
[1] politico.com
[1] go.com
[1] facebook.com
[1] omny.fm
[1] payscale.com
[1] buffalonews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] ukraine
[22] leydeajustevenezolano
[21] igc5
[21] ai
[17] ia
[17] research
[16] inquiets
[15] philadelphia
[13] equalpayday
[13] russia



Top Hashtags in Tweet in G1:
[1] dkpol
[1] dkmedier
[1] usa

Top Hashtags in Tweet in G2:
[13] ukraine
[13] russia
[12] research
[9] ai
[6] military
[5] mentalhealth
[4] genderpaygap
[4] highered
[3] socialmedia
[3] equalpayday

Top Hashtags in Tweet in G4:
[3] grooming
[3] terror

Top Hashtags in Tweet in G5:
[15] philadelphia
[8] opioid
[4] papolitics
[2] keystonesaves
[1] dyk
[1] affordableconnectivityprogram
[1] gapol
[1] waleg
[1] cjreform
[1] azpol

Top Hashtags in Tweet in G6:
[21] igc5
[12] transshipment
[10] iuufishing
[9] highseas
[8] stopfundingoverfishing
[8] iuu
[7] npfc
[6] wtofishcount
[3] 30x30
[3] worldseagrassday

Top Hashtags in Tweet in G9:
[1] bidenisbeatingbigpharma
[1] s
[1] oscars
[1] endgunviolence
[1] foxnews
[1] science

Top Hashtags in Tweet in G10:
[1] colbert
[1] foxnews
[1] biglie
[1] tuckercarlson

Top Words
Top Words in Tweet in Entire Graph:
[3265] pew
[3202] research
[1038] center
[717] according
[676] country
[648] women
[643] true
[611] china
[601] style
[600] fm

Top Words in Tweet in G1:
[586] true
[586] wenbin
[586] country
[586] style
[586] democracy'
[586] 'beacon
[586] fm
[586] wang
[586] spokesman
[586] china

Top Words in Tweet in G2:
[459] pew
[456] research
[276] center
[133] according
[85] more
[80] americans
[78] gap
[77] years
[76] women
[74] pay

Top Words in Tweet in G3:
[271] research
[269] pew
[263] dyingscribe
[262] fuck
[258] lot
[257] girls
[256] last
[256] tell
[256] months
[256] tinder

Top Words in Tweet in G4:
[204] kanthan2030
[203] democracy
[201] better
[201] capitalism
[200] make
[200] ussr
[200] lives
[200] countries
[200] quite
[200] unexpected

Top Words in Tweet in G5:
[104] states
[98] pewtrusts
[87] pewstates
[65] more
[49] people
[47] pewhealth
[46] state
[40] health
[32] housing
[31] treatment

Top Words in Tweet in G6:
[229] pewenvironment
[98] wildlife
[90] ocean
[66] provide
[63] climate
[60] subsidies
[53] overfishing
[53] waters
[48] one
[46] breaking

Top Words in Tweet in G7:
[181] research
[181] pew
[172] single
[172] shows
[169] data
[169] men
[168] 2019
[168] 29
[168] between
[168] 51

Top Words in Tweet in G8:
[184] research
[184] pew
[173] forbes
[123] pay
[123] stable
[123] gender
[123] gap
[115] changed
[114] finds
[114] little

Top Words in Tweet in G9:
[63] research
[61] pew
[24] krassenstein
[20] calltoactivism
[19] deaths
[16] jojofromjerz
[14] more
[14] gun
[13] maga
[13] study

Top Words in Tweet in G10:
[86] found
[72] media
[54] research
[54] pew
[34] news
[29] trust
[29] percent
[26] being
[26] survey
[26] 11

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3048] pew,research
[1017] research,center
[599] china,fm
[599] wang,wenbin
[599] style,country
[599] fm,spokesman
[598] 'beacon,democracy'
[598] wenbin,style
[598] spokesman,wang
[598] country,'beacon

Top Word Pairs in Tweet in G1:
[586] fm,spokesman
[586] style,country
[586] democracy',true
[586] spokesman,wang
[586] wenbin,style
[586] country,'beacon
[586] 'beacon,democracy'
[586] wang,wenbin
[586] china,fm
[585] upholdreality,china

Top Word Pairs in Tweet in G2:
[440] pew,research
[271] research,center
[86] according,pew
[65] pay,gap
[62] 20,years
[54] gender,pay
[42] years,ago
[40] little,changed
[39] remains,stable
[39] research,finds

Top Word Pairs in Tweet in G3:
[269] pew,research
[259] fuck,pew
[256] last,12
[256] 12,months
[256] dates,last
[256] dyingscribe,fuck
[256] lot,dates
[256] tinder,hinge
[256] girls,tinder
[256] months,girls

Top Word Pairs in Tweet in G4:
[201] capitalism,democracy
[200] answer,quite
[200] make,lives
[200] democracy,really
[200] countries,better
[200] former,ussr
[200] ussr,countries
[200] really,make
[200] better,answer
[200] quite,unexpected

Top Word Pairs in Tweet in G5:
[21] mental,health
[17] substance,use
[16] health,substance
[16] affordable,housing
[14] pedestrian,deaths
[14] right,red
[12] research,shows
[12] past,states
[12] states,considering
[12] considering,bans

Top Word Pairs in Tweet in G6:
[42] strong,economies
[42] fleets,travel
[42] governments,strong
[42] subsidies,fleets
[42] waters,governments
[42] economies,provide
[42] provide,subsidies
[42] overfishing,waters
[38] pewenvironment,overfishing
[35] roads,safer

Top Word Pairs in Tweet in G7:
[181] pew,research
[168] 29,single
[168] ages,18
[168] data,shows
[168] between,ages
[168] 18,29
[168] men,between
[168] research,data
[168] shows,63
[168] single,51

Top Word Pairs in Tweet in G8:
[184] pew,research
[123] gender,pay
[123] pay,gap
[114] stable,little
[114] ago,pew
[114] remains,stable
[114] little,changed
[114] years,ago
[114] gap,remains
[114] research,finds

Top Word Pairs in Tweet in G9:
[59] pew,research
[10] york,times
[10] research,york
[10] quite,literally
[10] according,pew
[10] research,center
[9] social,media
[9] calltoactivism,pew
[8] maga,social
[7] diminished,maga

Top Word Pairs in Tweet in G10:
[54] pew,research
[25] media,polled
[25] recently,found
[25] gallup,recently
[25] trust,media
[25] polled,11
[25] found,trust
[24] vote,republican
[23] survey,found
[23] found,media

Top Replied-To
Top Replied-To in Entire Graph:
@mmpadellan
@pbhushan1
@calltoactivism
@elonmusk
@rbreich
@gregvella4
@krassenstein
@7x90oodz9xiox4l
@msnbc
@bernaldodquiros

Top Replied-To in G1:
@drrober60728667
@julio_reviews
@cussmcarthur

Top Replied-To in G2:

Top Replied-To in G3:
@dyingscribe
@b1coyle
@njtommci
@mykurrr
@domaiforeman
@oxbftld
@d_p_roberts121
@morgan_yuuu
@manamejaf

Top Replied-To in G4:
@pauldpole
@kanthan2030
@amanverm_a
@pbhushan1
@trtworld

Top Replied-To in G5:
@projecthome

Top Replied-To in G8:
@hypnoksa

Top Replied-To in G9:
@calltoactivism
@krassenstein
@itsjefftiedrich
@charliekirk11
@beckmann_drew
@haug4_haug
@farmbeagle
@patricksd74
@ogg921
@bobblewobble7

Top Replied-To in G10:
@msnbc
@ingrahamangle
@latimes
@decodingfoxnews
@nbcnews
@cnn
@custer77777
@howlandkate
@its311ammichael
@richfgeorgia

Top Mentioned
Top Mentioned in Entire Graph:
@upholdreality
@dyingscribe
@pewenvironment
@kanthan2030
@forbes
@reviewspossum
@pewtrusts
@pewstates
@cbsnews
@borisnowak

Top Mentioned in G1:
@upholdreality

Top Mentioned in G2:
@hernangraffe
@socaltelevision
@jordansanchezca
@dailyproperties
@googlemyrna
@isaiahquintana_
@lrbitisnot
@tihtri

Top Mentioned in G3:
@dyingscribe
@fenixammunition
@mystery66990
@thegigapatriot
@ironwillforge2
@oxbftld
@zenrotwo

Top Mentioned in G4:
@kanthan2030
@upholdreality
@agra3479
@trinhnomics
@indiaunleashed_
@anilnagrani6
@yudhapati88
@nogososroasli
@anas_satriyo
@luke_bali

Top Mentioned in G5:
@pewtrusts
@pewstates
@pewhealth
@bbarrettnc
@km_dewit
@projecthome
@pewenvironment
@erikabolstad
@espovich
@johnshopkins

Top Mentioned in G6:
@pewenvironment
@rusi_org
@wto
@npfc17
@pewstates
@gius_dicarlo
@un
@ernesto_fermon
@mattskroch

Top Mentioned in G7:
@reviewspossum
@dyingscribe
@anglochristian_

Top Mentioned in G8:
@forbes

Top Mentioned in G9:
@krassenstein
@jojofromjerz
@jamesbradleyca
@charliekirk11
@dlbriggs54
@jonstewart
@theagantheagan
@stoptheshamble
@t_matt_a
@ki11ersix

Top Mentioned in G10:
@potus
@msnbc
@global_occupant
@vp
@maddowblog
@billmaher
@decodingfoxnews
@custer77777
@ringo_agogo
@stephenathome

Top Tweeters
Top Tweeters in Entire Graph:
@detikcom
@falconhamada_90
@tradermarcocost
@chris_1791
@titrespresse
@matiere
@nasser_mo3gza
@kogemayo
@allthenewsisnow
@dpiloncita

Top Tweeters in G1:
@billm9
@tusk8rman
@christinejameis
@yocibou
@livingonchi
@zenjk0
@standtalleurope
@dallas4bernie
@annasilvani
@bahenajc

Top Tweeters in G2:
@titrespresse
@nasser_mo3gza
@allthenewsisnow
@thedextazlab
@lucas_wyrsch
@mile_by_mile
@redot2005
@drpatfarrell
@budgothmog44
@edourdoo

Top Tweeters in G3:
@cawfeel
@franley12
@scottymcshotty
@5wiim
@obiwillkenobiii
@esterlincooper
@suprsilentdave
@edomat1
@katickon
@kulgiagilgazur

Top Tweeters in G4:
@wgarnews
@mimitexasangel
@digitaldecoded1
@simon_a_wood
@georgegalloway
@indiaunleashed_
@carter_embrey
@yudhapati88
@charlieinutah
@clownele

Top Tweeters in G5:
@dgendvil
@washumom
@deathtocrazy
@zardoz420wpn
@gawlinskilaura
@prison_health
@shayne571
@tony_porras2050
@celerycaraway
@rayvzblanca1

Top Tweeters in G6:
@_redfrog
@haltaq
@dawnroseturner
@jillloveatlas
@nigeblue
@timg33
@cecalli_helper
@laplapv3
@nufcedkevin
@whysharksmatter

Top Tweeters in G7:
@toonzguy
@kryptexghostex
@0pip01
@burnouts3s3
@bitybitch
@fooled_trooper
@brent_c81
@moscowvinny
@mgz1385
@yerminator1

Top Tweeters in G8:
@falconhamada_90
@talkintou
@newyorker2212
@behappyandcivil
@ciangaia
@yazdjbilimoria
@akaxochi
@forbes
@redeemcrier
@wj3kdz8txpfykrc

Top Tweeters in G9:
@cbonkosky
@jojofromjerz
@ewwjr53
@heavenleeops
@ki11ersix
@max_shields
@septembersrain
@craig_steger
@krassenstein
@stoptheshamble

Top Tweeters in G10:
@abc
@nbcnews
@jellen805
@msnbc
@thebuffalonews
@thelucky7smokes
@todayshow
@horch42
@keitholbermann
@rgrayua


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