pew research, Twitter, 7/30/2020 2:24:28 AM, 231393
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pew research_2020-07-29_19-07-50.xlsx
pew research_2020-07-29_19-07-50.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2020
Short Description:
pew research via NodeXL https://bit.ly/39BG3sQ
@pewenvironment
@pewtrusts
@pewstates
@theonion
@axios
@ajenglish
@amyayers16
@syawal
@yackyjackie123
@jennykim

Top hashtags:
#breakingtheplasticwave
#indiaisafakesecularstate
#covid19
#migration
#willkommenskultur

Description:
Description
The graph represents a network of 5,477 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 July 2020 at 02:12 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 9-hour, 38-minute period from Monday, 20 July 2020 at 18:21 UTC to Wednesday, 29 July 2020 at 04:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 5477
Unique Edges : 2499
Edges With Duplicates : 7394
Total Edges : 9893
Number of Edge Types : 5
Tweet : 857
Retweet : 3417
MentionsInRetweet : 3871
Replies to : 448
Mentions : 1300
Self-Loops : 882
Reciprocated Vertex Pair Ratio : 0.00908037094281298
Reciprocated Edge Ratio : 0.0179973195481524
Connected Components : 935
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 2047
Maximum Edges in a Connected Component : 4917
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.74178
Graph Density : 0.000174146137116593
Modularity : 0.534196
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,477 Twitter users whose tweets in the requested range contained "pew research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 30 July 2020 at 02:12 UTC.

The requested start date was Thursday, 30 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 8-day, 9-hour, 38-minute period from Monday, 20 July 2020 at 18:21 UTC to Wednesday, 29 July 2020 at 04:00 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : pew research
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[209] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331
[88] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/
[86] https://dailycaller.com/2020/07/24/coronavirus-china-pew-research-trump-biden-omar/
[65] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[65] https://trib.al/NQqsuCI
[62] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[58] https://www.cnn.com/2020/07/20/world/god-good-pew-survey/index.html
[46] 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/
[37] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/24/states-raid-fund-meant-for-needy-families-to-pay-for-other-programs
[29] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/20/how-your-local-election-clerk-is-fighting-global-disinformation

Top URLs in Tweet in G1:
[48] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[21] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/
[15] https://www.pewresearch.org/fact-tank/2020/07/24/a-look-at-the-americans-who-believe-there-is-some-truth-to-the-conspiracy-theory-that-covid-19-was-planned/
[10] https://www.pewresearch.org/fact-tank/2020/07/23/are-you-in-the-american-middle-class/
[8] https://www.pewresearch.org/global/2020/07/20/the-global-god-divide/
[7] https://www.pewresearch.org/fact-tank/2020/07/22/most-americans-say-social-media-companies-have-too-much-power-influence-in-politics/
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[6] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[5] https://www.cnn.com/2020/07/20/world/god-good-pew-survey/index.html
[4] https://www.pewresearch.org/internet/2020/07/16/congress-soars-to-new-heights-on-social-media/

Top URLs in Tweet in G2:
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_pop_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_newplanworks____statementtile_&utm_term=___
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/mangrove-protections-can-provide-conservation-wins
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/13/in-pacific-northwest-restoring-salmon-migration-routes-would-carry-big-benefits
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/science-study-shows-that-nearly-80-percent-of-the-annual-plastic-flow-into-the-environment?utm_campaign=conservation_cs________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/22/fisheries-subsidies-reform-could-reduce-overfishing-and-illegal-fishing-case-studies-find?utm_campaign=conservation_rhfs________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_pop_oceans_______&utm_source=general_nohandle&utm_medium=referral&utm_content=article_general____linkcard_&utm_term=__plstevent_
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/16/mangrove-conservation-can-help-countries-meet-emissions-reduction-goals?utm_campaign=conservation_________&utm_source=twitter_environment&utm_medium=social&utm_content=article_supportresearchers____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/momentum-growing-globally-for-using-marine-protections-to-address-climate-change?utm_campaign=conservation_cwcr__ecosystems______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_climateresilience____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/milwaukees-sustainability-leader-advances-a-back-to-nature-strategy-to-lower-flood-risk?utm_campaign=conservation_fpc________&utm_source=twitter_environment&utm_medium=social&utm_content=article_damagecosts____photo_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/07/rules-and-consequences-how-to-improve-international-fisheries?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=issuebrief_general____gif_&utm_term=___

Top URLs in Tweet in G3:
[50] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[31] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/24/states-raid-fund-meant-for-needy-families-to-pay-for-other-programs
[25] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/20/how-your-local-election-clerk-is-fighting-global-disinformation
[24] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/21/pandemic-threatens-black-middle-class-gains
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/22/rural-hospitals-hang-on-as-pandemic-reaches-smaller-communities
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/23/the-pandemic-has-closed-public-restrooms-and-many-have-nowhere-to-go
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/22/florida-suspends-apalachicola-oyster-fishing-to-help-species-rebound
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/mangrove-protections-can-provide-conservation-wins
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/27/states-use-covid-19-relief-dollars-to-hold-down-business-taxes
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/spending-on-contracts-drives-growth-in-federal-defense-dollars-to-states

Top URLs in Tweet in G4:
[1] https://twitter.com/asumsico/status/1286967038825512962
[1] https://asumsi.co/post/hasil-riset-pew-indonesia-negara-paling-religius-di-dunia-mengalahkan-negara-timur-tengah

Top URLs in Tweet in G5:
[1] https://www.axios.com/states-lose-house-seats-census-immigrants-07bdeaf3-bf71-4887-a8bf-378577ceedbb.html?utm_source=twitter&utm_medium=social&utm_campaign=organic
[1] https://www.pewresearch.org/fact-tank/2019/12/05/u-s-is-seen-as-a-top-ally-in-many-countries-but-others-view-it-as-a-threat/ft_19-12-05_threatsallies-us-top-ally/
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_pop_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_newplanworks____statementtile_&utm_term=___

Top URLs in Tweet in G6:
[203] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331
[1] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/

Top URLs in Tweet in G7:
[3] https://dailycaller.com/2020/07/24/coronavirus-china-pew-research-trump-biden-omar/
[2] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/
[1] https://www.investors.com/politics/editorials/pew-research-center-study-shows-that-democrats-have-shifted-to-the-extreme-left/
[1] https://techcrunch.com/2019/04/24/pew-u-s-adult-twitter-users-tend-to-be-younger-more-democratic-10-create-80-of-tweets/
[1] https://www.pewresearch.org/fact-tank/2020/07/24/how-removing-unauthorized-immigrants-from-census-statistics-could-affect-house-reapportionment/
[1] https://budelepsi.wordpress.com/2020/07/26/pew-research-majority-blm-protesters-are-white-democrats/
[1] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-from/
[1] https://www.pewresearch.org/fact-tank/2020/01/24/qa-how-pew-research-center-evaluated-americans-trust-in-30-news-sources/
[1] https://www.pewresearch.org/politics/2018/03/20/1-trends-in-party-affiliation-among-demographic-groups/
[1] https://www.usatoday.com/story/news/politics/onpolitics/2018/07/11/barack-obama-greatest-president-our-lifetime-44-percent-tell-pew/776531002/

Top URLs in Tweet in G8:
[1] https://www.cnbc.com/2020/07/23/calculator-tells-you-whether-or-not-youre-middle-class.html
[1] https://www.pewresearch.org/fact-tank/2020/07/23/are-you-in-the-american-middle-class/

Top URLs in Tweet in G9:
[10] https://medium.com/pew-research-center-decoded/introducing-pewmethods-an-r-package-for-working-with-survey-data-97601a250a46?utm_content=buffere53f4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/07/by-the-numbers-a-look-at-municipal-bankruptcies-over-the-past-20-years?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___fact
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/27/budget-stress-tests-can-help-states-manage-the-pandemics-fiscal-impact
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/spending-on-contracts-drives-growth-in-federal-defense-dollars-to-states?utm_campaign=governing_ffi________&utm_source=twitter_states&utm_medium=social&utm_content=article_fedfundshifts____gif_&utm_term=___fact
[2] https://www.pewresearch.org/2020/06/05/condemning-racism/
[2] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/how-states-raise-their-tax-dollars?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_general____chart_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/spending-on-contracts-drives-growth-in-federal-defense-dollars-to-states?utm_campaign=governing_ffi________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____map_&utm_term=___fact
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/milwaukees-sustainability-leader-advances-a-back-to-nature-strategy-to-lower-flood-risk?utm_campaign=conservation_fpc________&utm_source=twitter_states&utm_medium=social&utm_content=article_damagecosts____quotetile_&utm_term=___solution
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/12/state-rules-can-complicate-rainy-day-fund-withdrawals
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/20/spending-on-contracts-drives-growth-in-federal-defense-dollars-to-states

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/fact-tank/2019/11/14/americans-support-marijuana-legalization/
[1] https://twitter.com/kylejaeger/status/1287881620284874752
[1] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331
[1] https://www.buzzfeednews.com/article/zoetillman/trump-undocumented-immigrants-census-memo

Top Domains
Top Domains in Tweet in Entire Graph:
[559] pewtrusts.org
[214] pewresearch.org
[209] theonion.com
[97] breitbart.com
[87] dailycaller.com
[81] freewestmedia.com
[76] trib.al
[64] twitter.com
[64] cnn.com
[46] carjiescott.com

Top Domains in Tweet in G1:
[109] pewresearch.org
[56] freewestmedia.com
[44] pewtrusts.org
[34] twitter.com
[23] breitbart.com
[11] pewsocialtrends.org
[8] cnn.com
[8] globaldiasporanews.com
[6] cnbc.com
[6] linkedin.com

Top Domains in Tweet in G2:
[65] pewtrusts.org
[1] pewresearch.org
[1] cvent.com
[1] twitter.com

Top Domains in Tweet in G3:
[315] pewtrusts.org
[2] shareaholic.com
[1] pew.org
[1] twitter.com
[1] pewresearch.org
[1] theonion.com
[1] weloveourbeach.com
[1] systemiq.earth
[1] google.com
[1] theguardian.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] asumsi.co

Top Domains in Tweet in G5:
[1] axios.com
[1] pewresearch.org
[1] pewtrusts.org

Top Domains in Tweet in G6:
[203] theonion.com
[1] breitbart.com

Top Domains in Tweet in G7:
[5] pewresearch.org
[3] dailycaller.com
[3] breitbart.com
[1] investors.com
[1] techcrunch.com
[1] wordpress.com
[1] washingtontimes.com
[1] usatoday.com
[1] factcheck.org
[1] cnn.com

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

Top Domains in Tweet in G9:
[64] pewtrusts.org
[10] medium.com
[6] pewresearch.org
[2] twitter.com
[2] cpomagazine.com
[2] umn.edu
[1] newrepublic.com
[1] polskifr.fr
[1] pewforum.org
[1] cnn.com

Top Domains in Tweet in G10:
[1] pewresearch.org
[1] twitter.com
[1] theonion.com
[1] buzzfeednews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[105] breakingtheplasticwave
[69] indiaisafakesecularstate
[46] covid19
[33] migration
[33] willkommenskultur
[27] worldmangroveday
[25] pew
[24] systemiq
[22] 2020census
[20] antibiotics



Top Hashtags in Tweet in G1:
[7] religion
[5] pewresearch
[5] smartnews
[4] covid19
[4] cartoon
[4] urihonors
[4] america
[3] genz
[2] china
[2] ccp

Top Hashtags in Tweet in G2:
[17] worldmangroveday
[14] breakingtheplasticwave
[8] mangroves
[5] pew
[5] systemiq
[4] ccamlr
[3] pewmarinefellow
[2] polarweek
[1] sharkawarenessday
[1] naturebasedsolutions

Top Hashtags in Tweet in G3:
[86] breakingtheplasticwave
[15] covid19
[13] ccamlr
[9] worldmangroveday
[6] polarweek
[6] stateline
[6] ocean
[6] tanf
[5] naturebasedsolutions
[5] wakeupcall

Top Hashtags in Tweet in G5:
[1] breakingtheplasticwave

Top Hashtags in Tweet in G7:
[3] worstpresidentever
[1] trumpliesamericansdie
[1] trumpiskillingus
[1] faucisaveslives

Top Hashtags in Tweet in G8:
[1] middleclass

Top Hashtags in Tweet in G9:
[17] covid19
[2] dataprivacy
[1] vapol
[1] philadelphia
[1] dental
[1] stateline
[1] pandemic
[1] coleg
[1] opioid
[1] ndaa

Top Words
Top Words in Tweet in Entire Graph:
[2630] pew
[2502] research
[1230] center
[627] americans
[601] pewenvironment
[592] plastic
[379] more
[375] one
[359] immigrants
[350] global

Top Words in Tweet in G1:
[487] pew
[453] research
[258] center
[87] americans
[83] according
[63] more
[55] white
[54] media
[53] social
[51] majority

Top Words in Tweet in G2:
[518] pewenvironment
[281] plastic
[234] carbon
[205] flow
[194] 80
[187] report
[169] annual
[167] reduce
[166] shows
[164] plastics

Top Words in Tweet in G3:
[318] pewtrusts
[215] plastic
[86] #breakingtheplasticwave
[72] ocean
[72] pollution
[70] pewenvironment
[63] report
[61] breaking
[59] shows
[57] flow

Top Words in Tweet in G4:
[326] pew
[326] research
[325] center
[325] lewat
[325] surveinya
[323] asumsico
[242] sama
[241] atau
[241] ini
[240] kamu

Top Words in Tweet in G5:
[212] california
[212] texas
[212] florida
[212] each
[212] lose
[212] one
[212] house
[212] seat
[212] otherwise
[212] won

Top Words in Tweet in G6:
[207] pew
[207] research
[206] americans
[205] 15
[204] theonion
[204] resigned
[204] study
[203] fucking
[203] clue
[203] going

Top Words in Tweet in G7:
[93] pew
[86] research
[79] realdonaldtrump
[59] americans
[54] media
[53] believe
[51] tactic
[51] next
[51] censorship
[51] 72

Top Words in Tweet in G8:
[129] middle
[129] class
[129] pew
[129] research
[128] 52
[128] adults
[128] considered
[128] help
[128] figure
[128] stand

Top Words in Tweet in G9:
[68] pewstates
[52] states
[28] pewresearch
[28] pew
[27] more
[25] research
[25] federal
[23] billion
[21] fiscal
[21] white

Top Words in Tweet in G10:
[59] memo
[59] specifically
[59] refers
[59] unnamed
[59] state
[59] est'd
[59] population
[59] million
[59] undocumented
[59] immigrants

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2411] pew,research
[1225] research,center
[326] center,lewat
[326] lewat,surveinya
[251] flow,plastic
[246] global,god
[245] god,divide
[243] unauthorized,immigrants
[241] surveinya,global
[241] divide,2020

Top Word Pairs in Tweet in G1:
[441] pew,research
[255] research,center
[55] according,pew
[46] social,media
[39] majority,blm
[39] blm,protesters
[39] protesters,white
[38] middle,class
[38] white,democrats
[37] research,majority

Top Word Pairs in Tweet in G2:
[193] flow,plastic
[163] plastics,report
[159] annual,flow
[155] marine,plastics
[155] report,shows
[155] shows,reduce
[155] reduce,80
[154] released,unprecedented
[154] unprecedented,marine
[154] 80,annual

Top Word Pairs in Tweet in G3:
[72] plastic,pollution
[49] breaking,plastic
[49] plastic,wave
[41] top,findings
[38] #breakingtheplasticwave,pewtrusts
[37] findings,preventing
[36] preventing,plastic
[36] pollution,#breakingtheplasticwave
[35] wave,top
[33] flow,plastic

Top Word Pairs in Tweet in G4:
[326] pew,research
[325] research,center
[325] center,lewat
[325] lewat,surveinya
[240] kamu,setuju
[240] setuju,atau
[240] atau,percaya
[240] percaya,nggak
[240] nggak,sama
[240] sama,hasil

Top Word Pairs in Tweet in G5:
[212] california,texas
[212] texas,florida
[212] florida,each
[212] each,lose
[212] lose,one
[212] one,house
[212] house,seat
[212] seat,otherwise
[212] otherwise,won
[212] won,unauthorized

Top Word Pairs in Tweet in G6:
[207] pew,research
[204] resigned,pew
[204] research,study
[204] 15,americans
[203] theonion,resigned
[203] study,fucking
[203] fucking,clue
[203] clue,going
[203] going,15

Top Word Pairs in Tweet in G7:
[86] pew,research
[55] realdonaldtrump,pew
[51] tactic,next
[51] next,censorship
[51] censorship,realdonaldtrump
[51] research,72
[51] 72,americans
[51] americans,believe
[51] believe,social
[51] social,media

Top Word Pairs in Tweet in G8:
[129] pew,research
[128] 52,adults
[128] adults,considered
[128] considered,middle
[128] middle,class
[128] class,help
[128] help,figure
[128] figure,stand
[128] stand,pew
[128] research,rolled

Top Word Pairs in Tweet in G9:
[21] pew,research
[14] research,center
[10] introducing,pewmethods
[10] pewmethods,package
[10] package,working
[10] working,survey
[10] survey,data
[10] federal,government
[10] rate,white
[9] pewstates,federal

Top Word Pairs in Tweet in G10:
[59] memo,specifically
[59] specifically,refers
[59] refers,unnamed
[59] unnamed,state
[59] state,est'd
[59] est'd,population
[59] population,million
[59] million,undocumented
[59] undocumented,immigrants
[58] pew,research

Top Replied-To
Top Replied-To in Entire Graph:
@christianwalk1r
@realdonaldtrump
@miketexasmaga
@kirk6pa
@mitch90726674
@whitehouse
@ericrsammons
@wesyang
@joebiden
@shreyabasu003

Top Replied-To in G2:
@mclneuro

Top Replied-To in G5:
@gayironavenger

Top Replied-To in G6:
@theonion

Top Replied-To in G7:
@realdonaldtrump
@whitehouse
@joebiden
@hkrassenstein
@elliemarii
@wesbury
@equipotrump
@pastorlocke
@1blantdaddy
@deanna4congress

Top Replied-To in G9:
@bairdjulia
@meaghan13498123
@michaeldimock
@pewresearch

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@asumsico
@axios
@theonion
@yackyjackie123
@time
@dailycaller
@breitbartnews
@pewstates

Top Mentioned in G1:
@madink401
@fishyfilaments
@isaiahquintana_
@profevansmarket
@robertogozalez
@pyramidfire
@marathe

Top Mentioned in G2:
@pewenvironment
@pewtrusts
@peweurope
@marsecgina
@myfwc
@kathrynbomey
@jcgibbon
@globalfishwatch
@eg_wilson
@systemiq_ltd

Top Mentioned in G3:
@pewtrusts
@pewenvironment
@peweurope
@systemiq_ltd
@larrysabato
@eg_wilson
@lukebrussel
@nichinstitute
@k_thomas_ross
@jbergal

Top Mentioned in G4:
@asumsico

Top Mentioned in G5:
@axios
@pewenvironment
@factsnotfeeli18
@dennisclaude3
@therickwilson

Top Mentioned in G6:
@theonion

Top Mentioned in G7:
@realdonaldtrump
@pinkbelgium
@joebiden
@bradfield_law
@pastorlocke
@dailycaller
@donaldjtrumpjr
@capnkirkland_1
@taniabanks24
@sydneylwatson

Top Mentioned in G8:
@yackyjackie123

Top Mentioned in G9:
@pewstates
@pewresearch
@sleiseca
@newrepublic
@pewtrusts
@pewenvironment
@timhendersonsl
@wpcu
@govofco
@smcvote

Top Mentioned in G10:
@zoetillman
@jaredlholt
@frank_schaeffer
@theonion

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@jurylady5
@chris_1791
@rk70534
@mattmurph24
@_redfrog
@billm9
@inquirerdotnet
@saragomezaranci
@argojournal

Top Tweeters in G1:
@robinsnewswire
@andyvermaut
@stevekrohn
@ken_crichlow
@starrick1
@summer7570
@drwilda
@shriparv
@jamess020770
@deenie7940

Top Tweeters in G2:
@willseattle
@adekleine
@mrkalman
@mr_spock
@suzanneinlgb
@dwatchnews
@lsrlinda
@atlasb2b
@thereisanocean
@jguerragza

Top Tweeters in G3:
@_redfrog
@yarosisnancy
@dgendvil
@mayirmamay14
@amyayers16
@lianabrooks
@charluv2011
@haltaq
@dunnclan
@ballerinax

Top Tweeters in G4:
@syamsud41732201
@fajarnugros
@aulia2199
@agama_nusantara
@idakus_dhae
@prasnupradhana
@carianaditya
@veryluckylady88
@lecelpele
@secuilkeju

Top Tweeters in G5:
@lechatnoire4
@akuma_river
@zentaoprincess
@samy45
@dazyjane410
@nitenitemelissa
@therickwilson
@alittlebitroyal
@jaxgma3235
@bethlevin

Top Tweeters in G6:
@reneevoicebrand
@march4progress
@squirrel_ma
@aalgar
@a_fly_guy
@angstlos8
@green_footballs
@epidatageek
@brent_burch
@sirloinofice1

Top Tweeters in G7:
@dcexaminer
@jali_cat
@jennifer_0780
@drsue19380
@bryan700
@eoleinberger
@racysicilian
@tess3761
@mwitticg
@cb618444

Top Tweeters in G8:
@dramatweetbrad
@njdoc
@lslay19
@jlesag
@phoenixwomanmn
@vivs1man
@tenajd
@kinggbreezyy
@toodye4
@usmanmu79813

Top Tweeters in G9:
@cwharlow
@vievararosel
@jennykim
@almostinfamous
@dcarsoncpa
@bongsong2
@mich_ewa
@doritmi
@electionbabe
@valkayec

Top Tweeters in G10:
@mattmurph24
@argojournal
@katcapps
@cotey_mary
@robertloerzel
@murfad
@patrick_fenelon
@cltrotlyn
@charlotteonder1
@zombiesarebad


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