pew research, Twitter, 7/16/2020 7:19:41 AM, 230708
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pew research_2020-07-15_19-04-30.xlsx
pew research_2020-07-15_19-04-30.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2020
Short Description:
pew research via NodeXL https://bit.ly/3fyyXHz
@pewenvironment
@cnn
@charlesadler
@pewtrusts
@pewresearch
@syawal
@realdonaldtrump
@georgetakei
@valstamp
@fortunemagazine

Top hashtags:
#covid19
#antibioticresistance
#antibiotics
#todomejora
#antibiotic
#america

Description:
Description
The graph represents a network of 5,710 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, 16 July 2020 at 02:06 UTC.

The requested start date was Thursday, 16 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 10-day, 14-hour, 8-minute period from Saturday, 04 July 2020 at 13:20 UTC to Wednesday, 15 July 2020 at 03:28 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 : 5710
Unique Edges : 2959
Edges With Duplicates : 7196
Total Edges : 10155
Number of Edge Types : 5
Tweet : 1001
Retweet : 3245
MentionsInRetweet : 3696
Replies to : 602
Mentions : 1611
Self-Loops : 1028
Reciprocated Vertex Pair Ratio : 0.00949897560067052
Reciprocated Edge Ratio : 0.0188191881918819
Connected Components : 1059
Single-Vertex Connected Components : 528
Maximum Vertices in a Connected Component : 2441
Maximum Edges in a Connected Component : 5674
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.232993
Graph Density : 0.000166265880002049
Modularity : 0.54823
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 5,710 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, 16 July 2020 at 02:06 UTC.

The requested start date was Thursday, 16 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 10-day, 14-hour, 8-minute period from Saturday, 04 July 2020 at 13:20 UTC to Wednesday, 15 July 2020 at 03:28 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:
[180] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[94] https://secondnexus.com/donald-trump-pew-research-satisfaction
[66] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/08/election-experts-warn-of-november-disaster?utm_campaign=2020-07-08+SD&utm_medium=email&utm_source=Pew
[57] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[41] https://www.homosensual.com/lgbt/7-de-cada-10-mexicanos-apoyan-la-homosexualidad-pew-research-center/
[31] https://www.cnn.com/2020/07/07/us/pew-research-us-adults-moved-coronavirus-trnd/index.html
[26] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[21] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/10/bee-lawns-generate-national-buzz?utm_campaign=conservation_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____map_&utm_term=___fact
[15] https://www.pewresearch.org/fact-tank/2020/07/06/about-a-fifth-of-u-s-adults-moved-due-to-covid-19-or-know-someone-who-did/
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/momentum-growing-globally-for-using-marine-protections-to-address-climate-change

Top URLs in Tweet in G1:
[36] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[25] https://www.cnn.com/2020/07/07/us/pew-research-us-adults-moved-coronavirus-trnd/index.html
[14] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[12] https://www.pewresearch.org/politics/2020/06/30/publics-mood-turns-grim-trump-trails-biden-on-most-personal-traits-major-issues/
[12] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[12] https://www.pewresearch.org/fact-tank/2020/07/06/about-a-fifth-of-u-s-adults-moved-due-to-covid-19-or-know-someone-who-did/
[9] https://www.pewresearch.org/politics/2020/07/09/majority-of-public-favors-giving-civilians-the-power-to-sue-police-officers-for-misconduct/
[7] http://chronlaw.com/public-highly-critical-of-state-of-political-discourse-in-the-u-s-pew-research-center/
[6] https://www.pewsocialtrends.org/2020/07/01/many-black-and-asian-americans-say-they-have-experienced-discrimination-amid-the-covid-19-outbreak/
[6] https://www.pewresearch.org/fact-tank/2020/07/10/hispanics-have-accounted-for-more-than-half-of-total-u-s-population-growth-since-2010/

Top URLs in Tweet in G2:
[19] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/03/10/bee-lawns-generate-national-buzz?utm_campaign=conservation_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____map_&utm_term=___fact
[11] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/gonorrhea-could-soon-become-untreatable?utm_campaign=health_arp_antibiotics_______&utm_source=twitter_health&utm_medium=social&utm_content=infographic_growingthreat____stattile_&utm_term=___
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/momentum-growing-globally-for-using-marine-protections-to-address-climate-change
[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
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/14/state-lawmakers-crack-down-on-racially-motivated-911-calls
[7] 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
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/01/expanded-telehealth-helps-communities-address-opioid-use-disorder-during-pandemic
[7] https://www.pewtrusts.org/en/research-and-analysis/speeches-and-testimony/2020/07/07/who-and-pew-call-for-acceleration-of-antibiotic-development?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[6] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/where-states-get-their-money?utm_campaign=financeandeconomy_sfh___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_general____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/13/financially-stretched-homeowners-might-skimp-on-insurance-and-hurricane-season-is-here

Top URLs in Tweet in G3:
[90] https://secondnexus.com/donald-trump-pew-research-satisfaction
[1] https://meidastouch.com/good-news-21-savage-creates-free-online-financial-program-for-kids/amp/

Top URLs in Tweet in G4:
[9] 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_eu&utm_medium=social&utm_content=article_climateresilience____linkcard_&utm_term=___
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/01/test-your-knowledge-on-european-fisheries?utm_campaign=conservation_eone_oceans_overfishing______&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____poll_&utm_term=___
[6] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/carbon-farming-launches-in-western-australia?utm_campaign=conservation_aus________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] 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=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/09/forest-service-set-to-rule-on-road-building-in-tongass-national-forest?utm_campaign=conservation_________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/29/new-aquatic-preserve-off-florida-is-big-win-for-wildlife-habitat-and-long-term-economy?utm_campaign=conservation_uso________&utm_source=twitter_environment&utm_medium=social&utm_content=article_coastalhabitats____linkcard_&utm_term=___
[3] 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=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/30/north-carolina-leverages-science-and-stakeholder-engagement-to-guide-flood-resilience-planning?utm_campaign=conservation_fpc________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/22/to-help-coral-reefs-strategic-local-management-is-key?utm_campaign=conservation_pmf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_dataforconservation____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[4] https://masscentral.com/obama-used-clemency-power-more-often-than-any-president-since-truman-pew-research/
[4] https://www.ffcoalition.com/82-of-evangelical-christians-support-president-donald-trump-according-to-new-pew-research/
[3] https://www.usatoday.com/story/news/world/2020/01/08/pew-research-center-survey-donald-trump-international-attitudes/2832515001/
[2] https://amp.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[2] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/?fbclid=IwAR3tz9dBOyPKhugx9AYn5hCoP6R5UDW0PtmBzPYBHow8_4OeuG_G9Inqzeg
[1] https://www.pewresearch.org/fact-tank/2018/09/06/the-american-middle-class-is-stable-in-size-but-losing-ground-financially-to-upper-income-families/
[1] https://www.pewresearch.org/fact-tank/2019/10/17/facts-about-crime-in-the-u-s/
[1] https://www.cnn.com/2018/03/22/politics/democrat-republican-education-poll-women-pew-research-trnd/index.html
[1] https://www.pewresearch.org/politics/2014/06/12/political-polarization-in-the-american-public/
[1] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/

Top URLs in Tweet in G6:
[17] https://www.homosensual.com/lgbt/7-de-cada-10-mexicanos-apoyan-la-homosexualidad-pew-research-center/
[9] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[6] https://www.pewresearch.org/2020/06/05/condemning-racism/
[2] https://www.worldreligionnews.com/issues/christians-persecuted-religion-pew-report-religious-harassment-l-arik-greenberg-ph-d
[2] https://www.pewforum.org/2020/03/12/white-evangelicals-see-trump-as-fighting-for-their-beliefs-though-many-have-mixed-feelings-about-his-personal-conduct/
[1] http://pewrsr.ch/2lqqtHU
[1] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/?utm_source=email&utm_medium=newsletter&utm_campaign=broadsheet&utm_content=2020070813pm
[1] https://medium.com/pew-research-center-decoded/analyzing-international-survey-data-with-the-pewmethods-r-package-3b0b21cba607
[1] https://link.medium.com/N4cMsjkkv7
[1] https://www.npr.org/sections/coronavirus-live-updates/2020/07/06/887976563/survey-3-of-americans-moved-due-to-the-pandemic

Top URLs in Tweet in G7:
[1] https://gellerreport.com/2020/07/fbi-data-jews-were-2-7x-more-likely-than-blacks-2-2x-more-likely-than-muslims-to-be-hate-crime-victim.html/
[1] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/?fbclid=IwAR25L7hmQMXNuxDtX0jKXd9Wg7Ue_4OKlSsJia4tV5wLlvYH0yJBVy9ejBs

Top URLs in Tweet in G8:
[1] https://trib.al/oKmi4x3
[1] https://trib.al/tBGHbPG
[1] https://trib.al/AHx9Wzb
[1] https://www.chinadaily.com.cn/a/202007/09/WS5f06858ba3108348172584e9.html
[1] https://www.worldatlas.com/

Top URLs in Tweet in G9:
[4] https://www.breitbart.com/politics/2020/06/24/pew-research-only-1-in-6-protesters-are-black-46-percent-are-white/
[1] https://www.washingtonexaminer.com/news/majority-want-to-either-keep-police-funding-at-current-levels-or-increase-it-poll-finds
[1] https://trib.al/smm36KO

Top Domains
Top Domains in Tweet in Entire Graph:
[533] pewtrusts.org
[388] pewresearch.org
[95] secondnexus.com
[70] fortune.com
[55] twitter.com
[45] cnn.com
[41] homosensual.com
[38] pewsocialtrends.org
[31] freewestmedia.com
[17] pewforum.org

Top Domains in Tweet in G1:
[140] pewresearch.org
[40] fortune.com
[37] pewtrusts.org
[34] cnn.com
[31] twitter.com
[17] pewsocialtrends.org
[14] freewestmedia.com
[11] chronlaw.com
[7] washingtonpost.com
[4] co.uk

Top Domains in Tweet in G2:
[308] pewtrusts.org
[4] pew.org
[4] twitter.com
[1] moneytalksnews.com
[1] pewsocialtrends.org
[1] latinopublicpolicy.org
[1] medium.com

Top Domains in Tweet in G3:
[90] secondnexus.com
[1] meidastouch.com

Top Domains in Tweet in G4:
[81] pewtrusts.org
[1] nbcmiami.com
[1] latimes.com

Top Domains in Tweet in G5:
[8] pewresearch.org
[5] twitter.com
[4] masscentral.com
[4] ffcoalition.com
[3] usatoday.com
[3] freewestmedia.com
[2] pewtrusts.org
[2] washingtontimes.com
[1] cnn.com
[1] azcentral.com

Top Domains in Tweet in G6:
[17] homosensual.com
[10] fortune.com
[8] pewresearch.org
[4] pewforum.org
[2] medium.com
[2] worldreligionnews.com
[1] pewrsr.ch
[1] npr.org
[1] cnn.com
[1] bloomberg.com

Top Domains in Tweet in G7:
[1] gellerreport.com
[1] freewestmedia.com

Top Domains in Tweet in G8:
[3] trib.al
[1] com.cn
[1] worldatlas.com

Top Domains in Tweet in G9:
[4] breitbart.com
[1] washingtonexaminer.com
[1] trib.al

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[141] covid19
[70] antibioticresistance
[43] antibiotics
[24] todomejora
[18] antibiotic
[15] america
[14] climatechange
[14] fakenews
[14] pseudoevent
[11] munifinance



Top Hashtags in Tweet in G1:
[7] covid19
[3] blm
[3] coronavirus
[3] genderequity
[3] us
[3] genderequality
[2] atencion
[2] blacklivesmatter
[2] democrats
[2] socialmedia

Top Hashtags in Tweet in G2:
[115] covid19
[70] antibioticresistance
[43] antibiotics
[18] antibiotic
[11] munifinance
[7] opioid
[6] coronavirus
[6] superbug
[4] hazws
[4] blacklivesmatter

Top Hashtags in Tweet in G3:
[1] republicans
[1] democraticparty

Top Hashtags in Tweet in G4:
[7] covid19
[4] pewmarinefellow
[3] naturebasedsolutions
[2] dyk
[2] ncpol
[2] sharkawarenessday
[2] climatechange
[1] cmscop12
[1] nationalforestweek
[1] overfishing

Top Hashtags in Tweet in G5:
[2] fakepresident
[1] trumpisalaughingstock
[1] republicansforbiden
[1] votebluenomatterwho
[1] nochecknovote
[1] notvotingforbiden

Top Hashtags in Tweet in G6:
[5] rstats
[5] policebrutaliy
[4] dplyr
[4] equality
[1] gendergap
[1] weps
[1] alllivesmatter
[1] backtheblue
[1] kag2020
[1] unitedstates

Top Hashtags in Tweet in G7:
[1] maga
[1] kag

Top Hashtags in Tweet in G8:
[6] covid19
[1] us

Top Hashtags in Tweet in G9:
[4] america
[4] justice
[4] ruleoflaw
[4] healingnothatred
[4] unity
[4] deblasio
[4] nyc
[4] walkaway
[4] blexit
[1] allblacklivesmatter

Top Words
Top Words in Tweet in Entire Graph:
[2565] pew
[2401] research
[1054] center
[777] more
[699] î
[698] according
[628] americans
[613] 19
[488] know
[482] people

Top Words in Tweet in G1:
[494] pew
[459] research
[308] center
[100] americans
[75] according
[75] covid
[73] adults
[69] 19
[64] more
[60] people

Top Words in Tweet in G2:
[243] pewtrusts
[118] states
[114] #covid19
[108] saveantibiotics
[108] pewstates
[105] more
[101] know
[70] #antibioticresistance
[64] state
[58] mangroves

Top Words in Tweet in G3:
[301] republican
[301] 55
[300] 19
[300] voters
[300] satisfied
[300] direction
[300] months
[300] ago
[300] without
[299] charlesadler

Top Words in Tweet in G4:
[342] pewenvironment
[149] carbon
[124] coastal
[108] mangroves
[101] help
[75] wetlands
[74] climate
[74] change
[74] forests
[72] peweurope

Top Words in Tweet in G5:
[108] pew
[107] research
[78] realdonaldtrump
[66] trump
[55] center
[42] according
[33] americans
[26] obama
[26] country
[23] percent

Top Words in Tweet in G6:
[140] pewresearch
[101] survey
[92] think
[84] equality
[66] gender
[65] 57
[65] respondents
[65] push
[65] gone
[65] far

Top Words in Tweet in G7:
[228] more
[116] data
[115] fbi
[114] jews
[114] 7x
[114] blacks
[114] 2x
[114] muslims
[114] hate
[114] crime

Top Words in Tweet in G8:
[130] cnn
[78] according
[77] outbreak
[76] someone
[76] adults
[75] around
[75] one
[75] five
[75] moved
[75] know

Top Words in Tweet in G9:
[93] pew
[93] research
[91] breitbartnews
[89] percent
[87] according
[86] americans
[85] more
[85] 70
[85] œangryâ
[85] œstate

Top Words in Tweet in G10:
[90] pew
[90] research
[88] yep
[88] blm
[88] nearly
[87] know
[87] actually
[87] studied
[87] protesters
[87] live

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2288] pew,research
[1041] research,center
[492] î,î
[392] according,pew
[305] granted,clemency
[304] republican,voters
[304] voters,satisfied
[303] 19,republican
[303] satisfied,direction
[303] 55,months

Top Word Pairs in Tweet in G1:
[440] pew,research
[306] research,center
[69] covid,19
[50] according,pew
[42] know,someone
[39] due,covid
[38] adults,moved
[32] moved,due
[32] 19,know
[29] pew,charitable

Top Word Pairs in Tweet in G2:
[40] know,#covid19
[40] #covid19,coming
[40] coming,know
[40] know,#antibioticresistance
[40] #antibioticresistance,crisis
[40] crisis,looming
[40] looming,act
[35] didnâ,know
[34] saveantibiotics,didnâ
[34] act,nâ

Top Word Pairs in Tweet in G3:
[300] 19,republican
[300] republican,voters
[300] voters,satisfied
[300] satisfied,direction
[300] 55,months
[300] months,ago
[300] ago,without
[299] charlesadler,19
[299] direction,countryâ
[299] countryâ,55

Top Word Pairs in Tweet in G4:
[74] climate,change
[58] coastal,wetlands
[54] mangroves,sequester
[54] sequester,3x
[54] 3x,much
[54] much,carbon
[54] carbon,terrestrial
[54] terrestrial,tropical
[54] tropical,forests
[54] forests,mangroves

Top Word Pairs in Tweet in G5:
[104] pew,research
[52] research,center
[21] according,pew
[18] 17,percent
[17] percent,americans
[16] according,devastating
[16] devastating,poll
[16] poll,pew
[16] center,17
[16] americans,proud

Top Word Pairs in Tweet in G6:
[67] survey,pewresearch
[66] gender,equality
[65] 57,respondents
[65] respondents,survey
[65] pewresearch,think
[65] think,push
[65] push,gender
[65] equality,gone
[65] gone,far
[65] far,enough

Top Word Pairs in Tweet in G7:
[115] fbi,data
[114] data,jews
[114] jews,7x
[114] 7x,more
[114] more,blacks
[114] blacks,2x
[114] 2x,more
[114] more,muslims
[114] muslims,hate
[114] hate,crime

Top Word Pairs in Tweet in G8:
[75] around,one
[75] one,five
[75] five,adults
[75] adults,moved
[75] moved,know
[75] know,someone
[75] someone,covid
[75] covid,19
[75] 19,outbreak
[75] outbreak,according

Top Word Pairs in Tweet in G9:
[93] pew,research
[86] according,pew
[85] more,70
[85] 70,percent
[85] percent,americans
[85] americans,œangryâ
[85] œangryâ,œstate
[85] œstate,country
[85] country,according
[85] research,national

Top Word Pairs in Tweet in G10:
[90] pew,research
[87] know,pew
[87] research,actually
[87] actually,studied
[87] studied,blm
[87] blm,protesters
[87] protesters,yep
[87] yep,live
[87] live,stereotype
[87] stereotype,nearly

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@genuinelygia_
@pewresearch
@teamtrump
@dessiecarlile
@parostom
@mittromney
@nhawkdoc
@turnturnturn5
@belieeeeeever

Top Replied-To in G1:

Top Replied-To in G2:
@us_fda

Top Replied-To in G3:
@jilevin
@wardawg187

Top Replied-To in G5:
@realdonaldtrump
@teamtrump
@joebiden
@playtherapypup
@itsjefftiedrich
@usatoday
@mike_pence
@delevisv
@kylegriffin1
@samplayitagain

Top Replied-To in G6:
@genuinelygia_
@pewresearch
@thatdarnhelcat
@rockshrimp
@stefan_amaral
@justsayxtian
@harigoyalcanada
@itsyagurl_yaya
@bwredder
@daniel_ilah

Top Replied-To in G8:
@4556228y
@adbudh1
@cnn
@isaiah

Top Replied-To in G9:
@scottadamssays
@breitbartnews

Top Replied-To in G10:
@amber_red1
@jlm2cu

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@charlesadler
@pewtrusts
@pewresearch
@cnn
@pewstates
@anbeond
@saveantibiotics
@breitbartnews
@georgetakei

Top Mentioned in G1:
@neljulger
@discreetkayla
@knowhownation
@steadyruncho123
@iowawatch
@60sfolks
@9to5documentary
@leadingwomenllc
@dynama

Top Mentioned in G2:
@pewtrusts
@saveantibiotics
@pewstates
@pewhealth
@who
@an_catherine
@pewenvironment
@sleiseca
@us_fda
@nih

Top Mentioned in G3:
@charlesadler
@georgetakei
@meidastouch
@pewenvironment
@materrah
@jeanna_bluedot
@libsinamerica
@aotpradio

Top Mentioned in G4:
@pewenvironment
@peweurope
@pewtrusts
@ncdeq
@kevinmodesti
@pewstates
@traill1
@bonnconvention
@bmcvrkel
@lweiser

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@thejtlewis
@pewresearch
@faithandfreedom
@craftmastah
@usatoday
@potus
@itsjefftiedrich
@therickwilson

Top Mentioned in G6:
@pewresearch
@un_women
@soyhomosensual
@allthingscensus
@_emmahinchliffe
@fortunemagazine
@jerusalem_post
@genuinelygia_
@pewmethods
@parushya

Top Mentioned in G7:
@anbeond
@mommabrown316

Top Mentioned in G8:
@cnn
@chinadaily
@khanumarfa
@abdulra54645907
@un
@hrw
@amnesty
@xhnews
@fortunemagazine
@sheebaazeem

Top Mentioned in G9:
@breitbartnews
@overthemoonbat
@pewstates
@joelpollak
@williamsilaghi
@avalatrade

Top Mentioned in G10:
@j_gelling
@wsmv
@wsmvnancyamons
@anbeond

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@the_news_diva
@pairsonnalitesa
@rk70534
@souljahsingh
@joleonbusby
@miltonespinozaf
@_redfrog
@pairsonnalitese
@inspiteoftrump

Top Tweeters in G1:
@pairsonnalitesa
@pairsonnalitese
@davidjones720
@andyvermaut
@kstreet111
@flowsandolini
@chronlaw
@neljulger
@swissbusiness
@edourdoo

Top Tweeters in G2:
@_redfrog
@russelltim151
@dgendvil
@npsusa
@kimvie
@ndylan1
@janiecestaton
@adekleine
@suzanneinlgb
@mary_swilling

Top Tweeters in G3:
@missb62
@inspiteoftrump
@serendipitysays
@mrcoollooking75
@willseattle
@jilevin
@theresamax
@trump_enemy
@princessbravato
@wellness4you13

Top Tweeters in G4:
@scheerenberger
@blubdha
@emocionycambio
@lawlor224
@aurora_umezawa
@thepowerofmeow
@maxz93
@dianesnavely
@trudaoceans
@sundene

Top Tweeters in G5:
@foxnews
@miamipapers
@usatoday
@bbcworld
@washtimes
@peopledied2vote
@brokenwing2005
@509shawng
@djtmentionsbot
@dvillella

Top Tweeters in G6:
@rk70534
@britpoptarts
@tinamorphis
@watchdogsniffer
@kabalissima
@rockshrimp
@craigmatsuda
@jerusalem_post
@fortunemagazine
@shady2brandals

Top Tweeters in G7:
@fasting39
@williamlharbuck
@dunbdav
@lonestartxmary
@totemranch613
@lindamu9
@juliereichwein1
@blackdi51264299
@carolina4potus
@margare04323327

Top Tweeters in G8:
@joleonbusby
@tres444
@govsherazkhan
@deepvard
@ikateufel
@world_news_eng
@racuevas
@njmike731
@pelleg1gabriell
@sunjayjk

Top Tweeters in G9:
@souljahsingh
@saveusrepublic2
@heidiec5
@dsdr2011
@beank511
@shaftonp
@dorimuetz
@raslady1
@mimiinftworth
@mannreagan

Top Tweeters in G10:
@tracyda34033517
@letgobestill
@cgduck5
@sedonasurf
@watson1_z
@bethpatriot
@wsmv
@one_us_citizen
@colleenrasmuss
@usplaymoney


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