pew research, Twitter, 8/6/2020 2:50:40 AM, 231986
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pew research_2020-08-05_19-12-00.xlsx
pew research_2020-08-05_19-12-00.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
August 06, 2020
Short Description:
pew research via NodeXL https://bit.ly/3i6vf90
@pewtrusts
@pewenvironment
@pewstates
@_unionistparty
@realdonaldtrump
@theonion
@axios
@amyayers16
@inkstonenews
@skypilot18

Top hashtags:
#breakingtheplasticwave
#covid19
#china
#antibiotics
#migration

Description:
Description
The graph represents a network of 7,810 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, 06 August 2020 at 02:18 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 9-minute period from Thursday, 23 July 2020 at 00:13 UTC to Wednesday, 05 August 2020 at 03:23 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 : 7810
Unique Edges : 3857
Edges With Duplicates : 10387
Total Edges : 14244
Number of Edge Types : 5
Retweet : 4801
MentionsInRetweet : 5563
Tweet : 1342
Replies to : 674
Mentions : 1864
Self-Loops : 1382
Reciprocated Vertex Pair Ratio : 0.010455764075067
Reciprocated Edge Ratio : 0.0206951446006898
Connected Components : 1410
Single-Vertex Connected Components : 730
Maximum Vertices in a Connected Component : 3321
Maximum Edges in a Connected Component : 8035
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.30936
Graph Density : 0.000123597497158881
Modularity : 0.538651
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,810 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, 06 August 2020 at 02:18 UTC.

The requested start date was Thursday, 06 August 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 3-hour, 9-minute period from Thursday, 23 July 2020 at 00:13 UTC to Wednesday, 05 August 2020 at 03:23 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:
[212] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331
[109] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[108] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/29/virtual-learning-means-unequal-learning
[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/
[76] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[65] https://trib.al/NQqsuCI
[57] https://www.pewresearch.org/global/2020/07/20/the-global-god-divide/
[53] https://www.cnn.com/2020/07/20/world/god-good-pew-survey/index.html
[49] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1596136731

Top URLs in Tweet in G1:
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/mangrove-protections-can-provide-conservation-wins
[12] 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=___
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/28/in-chile-indigenous-management-of-coastal-areas-improves-marine-conservation?utm_campaign=conservation_chi________&utm_source=twitter_environment&utm_medium=social&utm_content=article_localcollab____linkcard_&utm_term=___
[10] 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_
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/07/conservation-funding-can-strengthen-the-australian-economy-in-the-face-of-covid-19?utm_campaign=conservation_aus________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[7] 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=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/belize-shows-how-healthy-mangroves-can-help-countries-mitigate-adapt-to-climate-change
[6] 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=__plstcsexprts_
[5] 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=___

Top URLs in Tweet in G2:
[70] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[28] https://www.journalism.org/2020/07/30/americans-who-mainly-get-their-news-on-social-media-are-less-engaged-less-knowledgeable/
[24] 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/
[20] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/
[16] https://www.pewresearch.org/global/2020/07/30/americans-fault-china-for-its-role-in-the-spread-of-covid-19/
[13] https://foreignpolicy.com/2020/07/30/pew-research-trump-china-american-public/
[10] https://www.pewresearch.org/fact-tank/2020/07/23/are-you-in-the-american-middle-class/
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[9] https://www.pewresearch.org/fact-tank/2020/07/22/most-americans-say-social-media-companies-have-too-much-power-influence-in-politics/
[7] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey

Top URLs in Tweet in G3:
[108] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/29/virtual-learning-means-unequal-learning
[51] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings
[35] 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
[24] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/20/how-your-local-election-clerk-is-fighting-global-disinformation
[14] 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
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/30/nevada-virginia-see-unemployment-spikes
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/28/advocates-rally-to-tear-down-highways-that-bulldozed-black-neighborhoods
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/30/searing-heat-will-make-covid-19-racial-disparities-worse
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/27/the-us-is-not-prepared-to-combat-existential-threat-of-antibiotic-resistant-superbugs
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/27/states-use-covid-19-relief-dollars-to-hold-down-business-taxes

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:
[37] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1596136731
[7] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey?utm_source=Twitter&utm_medium=share_widget&utm_campaign=3095415
[3] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey
[3] https://www.scmp.com/news/china/diplomacy/article/3095415/anti-china-sentiment-us-historic-high-pew-research-survey?utm_source=Twitter
[2] https://www.inkstonenews.com/politics/americans-opinion-china-hits-new-lows/article/3095455?utm_source=twitter&utm_medium=social&utm_content=article
[2] https://www.pewresearch.org/global/2020/07/30/americans-fault-china-for-its-role-in-the-spread-of-covid-19/
[1] https://twitter.com/eaglenews_hk/status/1289929606355550209

Top URLs in Tweet in G6:
[3] https://dailycaller.com/2020/07/24/coronavirus-china-pew-research-trump-biden-omar/
[2] https://www.pewsocialtrends.org/2019/01/17/generation-z-looks-a-lot-like-millennials-on-key-social-and-political-issues/
[2] https://theborderobserver.wordpress.com/2020/02/21/answer-how-many-illegal-immigrants-are-there-in-the-usa-part-i/
[2] https://www.breitbart.com/tech/2020/07/23/pew-research-72-of-americans-believe-social-media-companies-hold-too-much-power-in-politics/
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/12/19/poverty-grew-in-one-third-of-counties-despite-strong-national-economy
[2] https://www.pewresearch.org/fact-tank/2019/10/17/facts-about-crime-in-the-u-s/
[1] https://www.pewresearch.org/politics/2016/04/26/a-wider-ideological-gap-between-more-and-less-educated-adults/
[1] https://www.pewresearch.org/politics/2015/04/07/a-deep-dive-into-party-affiliation/
[1] https://www.theatlantic.com/education/archive/2018/11/education-gap-explains-american-politics/575113/
[1] https://www.pewsocialtrends.org/essay/the-growing-partisan-divide-in-views-of-higher-education/

Top URLs in Tweet in G7:
[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.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=___
[1] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[1] http://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2018/08/24/teen-xanax-abuse-is-surging
[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/

Top URLs in Tweet in G8:
[205] https://www.theonion.com/resigned-pew-research-study-has-no-fucking-clue-what-s-1844086331
[1] https://www.pewresearch.org/global/2020/07/30/americans-fault-china-for-its-role-in-the-spread-of-covid-19/
[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 G9:
[12] https://foreignpolicy.com/2020/07/30/pew-research-trump-china-american-public/
[11] 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.pewresearch.org/global/2020/07/30/americans-fault-china-for-its-role-in-the-spread-of-covid-19/
[4] https://www.wsj.com/articles/americans-negative-view-of-china-reaches-record-high-amid-coronavirus-pandemic-11596132000
[2] https://www.pewresearch.org/2020/06/05/condemning-racism/
[2] and
[2] Data
[1] https://biteproject.com/pew-research-estudio-religiosidad/
[1] https://www.atr.org/pew-research-center-survey-3-1-ratio-americans-consider-rideshare-drivers-be-independent-contractors
[1] http://www.facebook.com/pages/p/1890100511314205

Top URLs in Tweet in G10:
[8] https://foreignpolicy.com/2020/07/30/pew-research-trump-china-american-public/
[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 Domains
Top Domains in Tweet in Entire Graph:
[884] pewtrusts.org
[390] pewresearch.org
[212] theonion.com
[130] freewestmedia.com
[98] breitbart.com
[87] dailycaller.com
[86] twitter.com
[76] trib.al
[73] scmp.com
[58] cnn.com

Top Domains in Tweet in G1:
[195] pewtrusts.org
[4] twitter.com
[3] pewresearch.org
[1] cvent.com
[1] pew.org
[1] theguardian.com
[1] journalism.org
[1] pewsocialtrends.org
[1] systemiq.earth
[1] google.com

Top Domains in Tweet in G2:
[166] pewresearch.org
[80] freewestmedia.com
[55] pewtrusts.org
[44] twitter.com
[32] journalism.org
[22] breitbart.com
[17] pewsocialtrends.org
[13] foreignpolicy.com
[11] developpez.com
[9] globaldiasporanews.com

Top Domains in Tweet in G3:
[581] pewtrusts.org
[4] breitbart.com
[2] twitter.com
[2] pewresearch.org
[2] freewestmedia.com
[2] shareaholic.com
[1] many.parts
[1] trib.al
[1] theonion.com
[1] weloveourbeach.com

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

Top Domains in Tweet in G5:
[50] scmp.com
[2] inkstonenews.com
[2] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G6:
[13] pewresearch.org
[3] pewsocialtrends.org
[3] wordpress.com
[3] dailycaller.com
[2] trib.al
[2] breitbart.com
[2] pewtrusts.org
[1] theatlantic.com
[1] cnn.com
[1] nbcnews.com

Top Domains in Tweet in G7:
[2] pewtrusts.org
[1] axios.com
[1] washingtontimes.com
[1] pewresearch.org

Top Domains in Tweet in G8:
[205] theonion.com
[1] pewresearch.org
[1] breitbart.com

Top Domains in Tweet in G9:
[15] pewresearch.org
[12] medium.com
[12] foreignpolicy.com
[4] wsj.com
[2] atr.org
[2] google.com
[2] scmp.com
[2] cpomagazine.com
[1] biteproject.com
[1] facebook.com

Top Domains in Tweet in G10:
[8] foreignpolicy.com
[1] cnbc.com
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[123] breakingtheplasticwave
[100] covid19
[65] china
[37] antibiotics
[33] migration
[33] willkommenskultur
[32] greatamericanoutdoorsact
[29] worldmangroveday
[27] coastalwetlands
[25] pew



Top Hashtags in Tweet in G1:
[68] breakingtheplasticwave
[30] greatamericanoutdoorsact
[27] worldmangroveday
[26] coastalwetlands
[18] ccamlr
[16] climatechange
[12] mangroves
[11] dyk
[10] covid19
[8] polarweek

Top Hashtags in Tweet in G2:
[6] socialmedia
[5] genz
[5] pewresearch
[5] smartnews
[5] covid19
[5] religion
[4] news
[4] research
[4] china
[4] cartoon

Top Hashtags in Tweet in G3:
[74] covid19
[50] breakingtheplasticwave
[36] antibiotics
[12] antibioticresistance
[10] superbug
[9] opioid
[9] antibiotic
[7] coronavirus
[7] tanf
[6] philadelphia

Top Hashtags in Tweet in G5:
[2] china
[1] dishonest
[1] untrustworthy

Top Hashtags in Tweet in G6:
[6] worstpresidentever
[6] borderobserver
[4] faq
[4] illegals
[3] trumpliesamericansdie
[3] electiondayholiday
[2] trump
[2] dhs
[2] quiktake
[1] sorrynotsorry

Top Hashtags in Tweet in G7:
[2] greatamericanoutdoorsact
[1] breakingtheplasticwave

Top Hashtags in Tweet in G8:
[1] coastalwetlands

Top Hashtags in Tweet in G9:
[24] china
[8] covid_19
[2] american
[2] dataprivacy
[1] ajopinion
[1] us
[1] latinos
[1] americans
[1] datasecurity
[1] privacy

Top Hashtags in Tweet in G10:
[1] middleclass

Top Words
Top Words in Tweet in Entire Graph:
[3872] pew
[3717] research
[1723] center
[996] americans
[832] plastic
[805] pewenvironment
[685] more
[684] china
[571] pewtrusts
[529] according

Top Words in Tweet in G1:
[787] pewenvironment
[608] plastic
[324] flow
[287] 80
[278] report
[262] shows
[251] reduce
[243] marine
[233] carbon
[214] annual

Top Words in Tweet in G2:
[732] pew
[691] research
[382] center
[191] americans
[124] social
[122] media
[104] according
[102] news
[91] less
[85] more

Top Words in Tweet in G3:
[468] pewtrusts
[218] learning
[154] states
[125] plastic
[118] pewstates
[109] virtual
[106] means
[106] unequal
[104] obvious
[103] mzhemingway

Top Words in Tweet in G4:
[328] pew
[328] research
[327] center
[327] lewat
[327] surveinya
[325] asumsico
[244] sama
[243] atau
[243] ini
[242] kamu

Top Words in Tweet in G5:
[236] pew
[236] research
[224] china
[194] much
[192] eaglenews_hk
[170] more
[169] covid
[169] 19
[167] compared
[167] democrats

Top Words in Tweet in G6:
[125] pew
[118] research
[91] realdonaldtrump
[63] americans
[55] believe
[51] tactic
[51] next
[51] censorship
[51] 72
[51] social

Top Words in Tweet in G7:
[212] axios
[212] california
[212] texas
[212] florida
[212] each
[212] lose
[212] one
[212] house
[212] seat
[212] otherwise

Top Words in Tweet in G8:
[212] americans
[211] 15
[210] pew
[210] research
[206] theonion
[206] resigned
[206] study
[205] fucking
[205] clue
[205] going

Top Words in Tweet in G9:
[160] china
[96] pew
[86] research
[76] americans
[70] survey
[62] pewresearch
[59] center
[59] more
[52] foreignpolicy
[36] poll

Top Words in Tweet in G10:
[129] middle
[129] class
[129] pew
[129] research
[128] 52
[128] adults
[128] considered
[128] help
[128] figure
[128] stand

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3551] pew,research
[1716] research,center
[453] covid,19
[328] center,lewat
[328] lewat,surveinya
[319] flow,plastic
[309] according,pew
[290] social,media
[249] global,god
[249] god,divide

Top Word Pairs in Tweet in G1:
[289] flow,plastic
[203] plastics,report
[200] report,shows
[198] annual,flow
[193] marine,plastics
[193] shows,reduce
[193] reduce,80
[181] 80,annual
[178] released,unprecedented
[178] unprecedented,marine

Top Word Pairs in Tweet in G2:
[663] pew,research
[379] research,center
[111] social,media
[67] according,pew
[66] covid,19
[58] protesters,white
[57] majority,blm
[57] blm,protesters
[56] white,democrats
[53] research,majority

Top Word Pairs in Tweet in G3:
[109] virtual,learning
[106] learning,means
[106] means,unequal
[106] unequal,learning
[106] learning,pewtrusts
[104] obvious,virtual
[103] mzhemingway,obvious
[64] pew,research
[62] covid,19
[52] plastic,pollution

Top Word Pairs in Tweet in G4:
[328] pew,research
[327] research,center
[327] center,lewat
[327] lewat,surveinya
[242] kamu,setuju
[242] setuju,atau
[242] atau,percaya
[242] percaya,nggak
[242] nggak,sama
[242] sama,hasil

Top Word Pairs in Tweet in G5:
[236] pew,research
[169] covid,19
[167] research,compared
[167] compared,democrats
[167] democrats,republicans
[167] republicans,much
[167] much,more
[167] more,critical
[167] critical,china
[167] china,handling

Top Word Pairs in Tweet in G6:
[114] pew,research
[54] 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 G7:
[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 G8:
[210] pew,research
[206] resigned,pew
[206] research,study
[206] 15,americans
[205] theonion,resigned
[205] study,fucking
[205] fucking,clue
[205] clue,going
[205] going,15
[4] around,three

Top Word Pairs in Tweet in G9:
[83] pew,research
[59] research,center
[32] view,china
[27] toward,china
[26] center,releases
[26] releases,annual
[26] annual,survey
[24] pewresearch,survey
[24] unfavorable,view
[22] survey,73

Top Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@gjk100
@equipotrump
@miketexasmaga
@christianwalk1r
@mitch90726674
@whitehouse
@shaktis20804856
@sanfrandamn
@chrigartner

Top Replied-To in G1:
@realsexycyborg
@mclneuro

Top Replied-To in G3:
@niaidfunding
@johnfetterman
@larrysabato
@pewtrusts

Top Replied-To in G5:
@scmpnews
@secpompeo

Top Replied-To in G6:
@realdonaldtrump
@equipotrump
@whitehouse
@angler2texas
@mitchellreports
@wesbury
@robbystarbuck
@patriotrevere1
@evanbaily
@kctaz

Top Replied-To in G7:
@eril2030
@ariannahuff
@crawley41028176
@gayironavenger

Top Replied-To in G8:
@theonion

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

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@asumsico
@axios
@theonion
@eaglenews_hk
@pewstates
@yackyjackie123
@mzhemingway
@radiostydoba

Top Mentioned in G1:
@pewenvironment
@pewtrusts
@peweurope
@systemiq_ltd
@eg_wilson
@bmcvrkel
@nichinstitute
@davidbmcginty
@pewstates
@commsinc

Top Mentioned in G2:
@tormengeorges
@madink401
@isaiahquintana_
@fishyfilaments
@profevansmarket
@robertogozalez
@pyramidfire
@rayschroeder
@zurickdavis
@jjonessss_

Top Mentioned in G3:
@pewtrusts
@pewstates
@mzhemingway
@pewhealth
@niro60487270
@saveantibiotics
@sleiseca
@larrysabato
@lukebrussel
@jbergal

Top Mentioned in G4:
@asumsico

Top Mentioned in G5:
@eaglenews_hk
@scmpnews
@inkstonenews
@secpompeo
@iloveamanemisa
@solo
@pewresearch
@solomonyue
@stimson_easia
@repjudychu

Top Mentioned in G6:
@realdonaldtrump
@pinkbelgium
@joebiden
@cnn
@bradfield_law
@pastorlocke
@foxnews
@gop
@msnbc
@mercedesschlapp

Top Mentioned in G7:
@axios
@pewenvironment
@jonathanvswan
@manchildastnt
@cnn
@openheartsfound
@pewtrusts
@jermvon
@holleywood9111
@wildimagesfla

Top Mentioned in G8:
@theonion
@ali_wyne
@bmcvrkel
@davidbmcginty

Top Mentioned in G9:
@pewresearch
@foreignpolicy
@c_barraud
@gutavsaraiva
@freebeacon
@dan_haverty
@firstsquawk
@biteproject
@wsj
@taxreformer

Top Mentioned in G10:
@yackyjackie123
@louis_allday

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@easy_branches
@robinsnewswire
@jurylady5
@marcodacostafx
@chris_1791
@odio_nao
@bella623
@joefreedomlove
@phuketdailynews

Top Tweeters in G1:
@_redfrog
@willseattle
@kimvie
@adekleine
@mrkalman
@mr_spock
@suzanneinlgb
@conexionmaestra
@dwatchnews
@barbaramain07

Top Tweeters in G2:
@robinsnewswire
@globalissuesweb
@andyvermaut
@realblack212
@stevekrohn
@ken_crichlow
@edourdoo
@drwilda
@shriparv
@jamess020770

Top Tweeters in G3:
@joefreedomlove
@yarosisnancy
@davealvord164
@dgendvil
@veram43395421
@mayirmamay14
@scrufey21
@lyndae222
@amyayers16
@sofiegeorge

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

Top Tweeters in G5:
@proglocommons
@unetomaterouge
@scmpnews
@imfsea_aruna
@voastevenson
@hkdemonow
@larryboorstein
@wonw080
@lacey9020
@pilantrona

Top Tweeters in G6:
@rhonda_harbison
@jali_cat
@foxnews
@jennifer_0780
@drsue19380
@bryan700
@nytimes
@cnbc
@balind8
@eoleinberger

Top Tweeters in G7:
@lechatnoire4
@akuma_river
@charluv2011
@samy45
@dazyjane410
@nitenitemelissa
@therickwilson
@alittlebitroyal
@bethlevin
@jaxgma3235

Top Tweeters in G8:
@reneevoicebrand
@march4progress
@squirrel_ma
@sundene
@aalgar
@a_fly_guy
@angstlos8
@green_footballs
@epidatageek
@brent_burch

Top Tweeters in G9:
@marcodacostafx
@revolution_fr
@mary620497
@sueleugers
@cwharlow
@viriyabot
@govsherazkhan
@beank511
@quorumcall
@burtonbrown

Top Tweeters in G10:
@dramatweetbrad
@njdoc
@lslay19
@jlesag
@phoenixwomanmn
@vivs1man
@tenajd
@kinggbreezyy
@toodye4
@usmanmu79813


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