pew research, Twitter, 7/23/2020 8:46:50 AM, 231012


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pew research_2020-07-22_19-04-30.xlsx
pew research_2020-07-22_19-04-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 23, 2020
Short Description:
pew research via NodeXL https://bit.ly/3jA03QW
@cnn
@pewenvironment
@willseattle
@pewtrusts
@valstamp
@realdonaldtrump
@wellsblackerby
@presssec
@pewstates
@time

Top hashtags:
#covid19
#antibioticresistance
#antibiotics
#opioid
#america
#diversia
#blacklivesmatter

Description:
Description
The graph represents a network of 5,856 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, 23 July 2020 at 02:08 UTC.

The requested start date was Thursday, 23 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 12-day, 7-hour, 8-minute period from Thursday, 09 July 2020 at 20:05 UTC to Wednesday, 22 July 2020 at 03:14 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 : 5856
Unique Edges : 2877
Edges With Duplicates : 7228
Total Edges : 10105
Number of Edge Types : 5
Replies to : 618
Tweet : 1028
Retweet : 3186
MentionsInRetweet : 3592
Mentions : 1681
Self-Loops : 1057
Reciprocated Vertex Pair Ratio : 0.00925576123913865
Reciprocated Edge Ratio : 0.0183417555680329
Connected Components : 1091
Single-Vertex Connected Components : 518
Maximum Vertices in a Connected Component : 1997
Maximum Edges in a Connected Component : 4630
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.140749
Graph Density : 0.000155832201705142
Modularity : 0.54637
NodeXL Version : 1.0.1.438
Data Import : The graph represents a network of 5,856 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, 23 July 2020 at 02:08 UTC.

The requested start date was Thursday, 23 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 12-day, 7-hour, 8-minute period from Thursday, 09 July 2020 at 20:05 UTC to Wednesday, 22 July 2020 at 03:14 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:
[221] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[197] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[35] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[22] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[20] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/
[18] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/15/covid-19-testing-falls-short-in-long-term-care-facilities
[16] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/21/pandemic-threatens-black-middle-class-gains
[15] https://www.homosensual.com/lgbt/7-de-cada-10-mexicanos-apoyan-la-homosexualidad-pew-research-center/
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/13/in-pacific-northwest-restoring-salmon-migration-routes-would-carry-big-benefits
[12] https://www.pewresearch.org/politics/2020/07/09/majority-of-public-favors-giving-civilians-the-power-to-sue-police-officers-for-misconduct/

Top URLs in Tweet in G1:
[20] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[14] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[10] https://www.pewresearch.org/politics/2020/07/09/majority-of-public-favors-giving-civilians-the-power-to-sue-police-officers-for-misconduct/
[9] 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/
[8] https://www.reddit.com/r/technology/comments/hsz7at/pew_research_tech_experts_believe_social_media_is/?utm_source=ifttt
[7] https://freewestmedia.com/2020/06/27/pew-research-majority-blm-protesters-are-white-democrats/
[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/
[6] https://www.pewresearch.org/fact-tank/2020/07/15/how-trump-compares-with-other-recent-presidents-in-appointing-federal-judges/
[6] https://www.pewresearch.org/fact-tank/2020/07/16/8-facts-about-religion-and-government-in-the-united-states/
[5] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2020/06/a-path-to-a-new-fisheries-management-agreement-between-the-eu-and-the-uk?utm_campaign=conservation_eone_oceans_fisheriesmanagement_ukeunegotiations_p1_cpc___&utm_source=twitter_eu&utm_medium=paid&utm_content=factsheet_followscience_euukpolicy_none__stattile_&utm_term=_4a__

Top URLs in Tweet in G2:
[1] https://trib.al/47m4Abc
[1] https://trib.al/oKmi4x3
[1] https://secondnexus.com/donald-trump-pew-research-satisfaction
[1] https://www.axios.com/coronavirus-young-adults-moving-9b2296bc-b6f3-410a-8f81-d7b40e1b6ede.html?utm_source=twitter&utm_medium=social&utm_campaign=organic&utm_content=1100
[1] https://www.pewresearch.org/fact-tank/2019/01/17/where-millennials-end-and-generation-z-begins/

Top URLs in Tweet in G3:
[16] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/21/pandemic-threatens-black-middle-class-gains
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/14/state-lawmakers-crack-down-on-racially-motivated-911-calls
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/07/15/covid-19-testing-falls-short-in-long-term-care-facilities
[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
[8] 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
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/15/racism-is-a-public-health-crisis-say-cities-and-counties
[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/articles/2020/07/13/where-states-get-their-money-will-shape-pandemics-fiscal-fallout
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/15/focus-groups-reveal-primary-care-physicians-attitudes-toward-antibiotic-resistance-and-stewardship?utm_campaign=saveantibiotics&utm_source=twitter&utm_medium=social
[5] 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

Top URLs in Tweet in G4:
[11] 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=___
[11] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/13/in-pacific-northwest-restoring-salmon-migration-routes-would-carry-big-benefits
[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_environment&utm_medium=social&utm_content=3rdparty_climateresilience____linkcard_&utm_term=___
[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=___
[7] 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/2020/06/30/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=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/09/seabed-mining-could-threaten-west-coast-fisheries-and-communities?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/06/carbon-farming-launches-in-western-australia?utm_campaign=conservation_aus________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] 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/2020/06/09/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=___

Top URLs in Tweet in G5:
[4] https://masscentral.com/obama-used-clemency-power-more-often-than-any-president-since-truman-pew-research/
[3] https://www.pewresearch.org/fact-tank/2016/11/09/behind-trumps-victory-divisions-by-race-gender-education/
[3] https://www.pewresearch.org/fact-tank/2017/01/20/obama-used-more-clemency-power/
[2] https://www.pewresearch.org/methods/2019/11/19/a-field-guide-to-polling-election-2020-edition/
[2] https://www.cnn.com/2018/03/22/politics/democrat-republican-education-poll-women-pew-research-trnd/index.html
[1] https://www.pewforum.org/religious-landscape-study/party-affiliation/
[1] https://www.pewresearch.org/fact-tank/2020/01/08/how-people-around-the-world-see-the-u-s-and-donald-trump-in-10-charts/
[1] Https://www.pewresearch.org/methods/2019/11/19/a-field-guide-to-polling-election-2020-edition/
[1] https://trib.al/47m4Abc
[1] https://www.pewsocialtrends.org/2015/12/09/the-american-middle-class-is-losing-ground/

Top URLs in Tweet in G6:
[215] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[1] https://www.washingtonexaminer.com/news/majority-want-to-either-keep-police-funding-at-current-levels-or-increase-it-poll-finds

Top URLs in Tweet in G7:
[1] https://time.com/5867917/coronavirus-immigration-citizenship-vote/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=politics_&linkId=94618823
[1] https://time.com/5865038/young-black-voters-2020-elections/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=politics_2020-election&linkId=93987138
[1] https://time.com/5865038/young-black-voters-2020-elections/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=politics_2020-election&linkId=94009616
[1] https://trib.al/yoYj6Zc

Top URLs in Tweet in G8:
[2] https://www.pewresearch.org/politics/2020/07/09/majority-of-public-favors-giving-civilians-the-power-to-sue-police-officers-for-misconduct/
[1] https://www.pewresearch.org/fact-tank/2019/02/11/darwin-day/

Top URLs in Tweet in G9:
[5] https://www.pewresearch.org/2020/06/05/condemning-racism/
[4] https://fortune.com/2020/07/07/does-gender-equality-hurt-men-women-pew-research-cente/
[2] https://editions.lib.umn.edu/electionacademy/2020/07/21/new-pew-research-confirms-growing-partisan-divide-on-covid-19-absentee-voting/
[1] http://www.people-press.org/quiz/political-typology/?utm_content=buffer2c1a2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewforum.org/2018/06/13/why-do-levels-of-religious-observance-vary-by-age-and-country/
[1] https://edition.cnn.com/2020/07/20/world/god-good-pew-survey/index.html?utm_source=twCNN&utm_medium=social&utm_content=2020-07-21T06%3A01%3A07&utm_term=link
[1] http://feeds.feedburner.com/~r/HHHElections/~3/9JslTD33huU/?utm_source=feedburner&utm_medium=twitter&utm_campaign=HHHElections
[1] https://www.nytimes.com/2020/07/13/nyregion/census-nyc-midtown-coronavirus.html
[1] 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/
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/

Top URLs in Tweet in G10:
[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://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/

Top Domains
Top Domains in Tweet in Entire Graph:
[670] pewresearch.org
[498] pewtrusts.org
[73] twitter.com
[38] freewestmedia.com
[30] pewsocialtrends.org
[27] fortune.com
[22] cnn.com
[21] pewforum.org
[20] carjiescott.com
[15] buzzfeednews.com

Top Domains in Tweet in G1:
[168] pewresearch.org
[43] twitter.com
[42] pewtrusts.org
[15] fortune.com
[14] pewsocialtrends.org
[12] cnn.com
[11] globaldiasporanews.com
[10] reddit.com
[9] freewestmedia.com
[7] washingtonpost.com

Top Domains in Tweet in G2:
[2] trib.al
[1] secondnexus.com
[1] axios.com
[1] pewresearch.org

Top Domains in Tweet in G3:
[310] pewtrusts.org
[3] twitter.com
[1] delaware.gov
[1] moneytalksnews.com

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

Top Domains in Tweet in G5:
[14] pewresearch.org
[4] masscentral.com
[2] cnn.com
[2] twitter.com
[1] pewforum.org
[1] trib.al
[1] pewsocialtrends.org
[1] usatoday.com

Top Domains in Tweet in G6:
[215] pewresearch.org
[1] washingtonexaminer.com

Top Domains in Tweet in G7:
[3] time.com
[1] trib.al

Top Domains in Tweet in G8:
[3] pewresearch.org

Top Domains in Tweet in G9:
[7] pewresearch.org
[5] fortune.com
[2] umn.edu
[1] people-press.org
[1] pewforum.org
[1] cnn.com
[1] feedburner.com
[1] nytimes.com
[1] medium.com
[1] magazine.realtor

Top Domains in Tweet in G10:
[1] gellerreport.com
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[109] covid19
[51] antibioticresistance
[29] antibiotics
[29] opioid
[15] america
[14] diversia
[12] blacklivesmatter
[11] munifinance
[10] antibiotic
[10] coronavirus



Top Hashtags in Tweet in G1:
[9] covid19
[4] blacklivesmatter
[4] genz
[3] genderequality
[3] socialmedia
[3] egaylity
[3] tech
[3] businessstrategy
[3] generationz
[2] sokonews

Top Hashtags in Tweet in G2:
[1] republicans
[1] democraticparty

Top Hashtags in Tweet in G3:
[82] covid19
[51] antibioticresistance
[29] antibiotics
[18] opioid
[11] munifinance
[10] antibiotic
[6] hazws
[6] superbug
[5] 2020census
[5] stateline

Top Hashtags in Tweet in G4:
[9] covid19
[5] naturebasedsolutions
[4] pewmarinefellow
[3] nationalforestweek
[3] protectcapubliclands
[2] ncpol
[2] sharkawarenessday
[2] greatamericanoutdoorsact
[2] fixourparks
[1] wildolympics

Top Hashtags in Tweet in G5:
[1] walkaway
[1] maga
[1] vote
[1] trumpisalaughingstock
[1] republicansforbiden
[1] votebluenomatterwho
[1] mittens
[1] stfu
[1] nochecknovote
[1] notvotingforbiden

Top Hashtags in Tweet in G6:
[4] america
[4] justice
[4] ruleoflaw
[4] healingnothatred
[4] unity
[4] deblasio
[4] nyc
[4] walkaway
[4] blexit
[1] allblacklivesmatter

Top Hashtags in Tweet in G9:
[5] policebrutaliy
[2] religion
[2] bookmarketingchat
[1] africa
[1] beliefs
[1] wit
[1] cartoon
[1] urihonors
[1] america
[1] pewresearch

Top Hashtags in Tweet in G10:
[1] maga
[1] kag

Top Words
Top Words in Tweet in Entire Graph:
[2810] pew
[2656] research
[1444] center
[1102] more
[590] trump
[540] people
[522] according
[488] cnn
[471] 42
[455] president

Top Words in Tweet in G1:
[556] pew
[519] research
[338] center
[98] americans
[88] according
[69] more
[68] people
[67] survey
[53] covid
[50] 19

Top Words in Tweet in G2:
[454] cnn
[453] more
[452] 42
[401] june
[400] joe
[400] biden
[400] actually
[400] beats
[400] president
[400] trump

Top Words in Tweet in G3:
[196] pewtrusts
[125] states
[115] pewstates
[81] #covid19
[78] state
[78] more
[67] saveantibiotics
[55] public
[54] pewhealth
[51] #antibioticresistance

Top Words in Tweet in G4:
[381] pewenvironment
[213] carbon
[141] one
[126] estimated
[123] seagrass
[119] meadows
[119] absorb
[119] 10
[119] total
[119] organic

Top Words in Tweet in G5:
[91] pew
[91] research
[49] realdonaldtrump
[44] center
[32] obama
[27] according
[22] trump
[19] more
[19] people
[16] white

Top Words in Tweet in G6:
[216] pew
[216] research
[215] covid
[215] 19
[215] deaths
[215] democratic
[215] congressional
[215] districts
[215] center
[213] lrihendry

Top Words in Tweet in G7:
[155] time
[129] according
[128] year
[128] gen
[128] those
[128] born
[128] 1997
[128] later
[128] make
[128] 10

Top Words in Tweet in G8:
[5] pew
[5] research
[2] phoenix42505497
[2] robertbrownie
[2] cleisthenes5
[2] johnkrahn2
[2] sbuddie1877
[2] avic_wins
[2] remnantofisr53
[2] yourmomspants1

Top Words in Tweet in G9:
[90] pewresearch
[74] survey
[68] think
[68] equality
[65] 57
[65] respondents
[65] push
[65] gender
[65] gone
[65] far

Top Words in Tweet in G10:
[260] more
[132] pew
[132] research
[132] data
[131] muslims
[131] fbi
[130] jews
[130] 7x
[130] blacks
[130] 2x

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2527] pew,research
[1433] research,center
[412] law,order
[411] trusted,more
[410] joe,biden
[410] trump,49
[410] 49,42
[410] 42,margin
[410] margin,trusted
[410] more,law

Top Word Pairs in Tweet in G1:
[498] pew,research
[337] research,center
[58] according,pew
[49] covid,19
[34] social,media
[32] pew,charitable
[30] charitable,trusts
[22] center,survey
[22] obama,granted
[22] granted,clemency

Top Word Pairs in Tweet in G2:
[400] joe,biden
[400] biden,actually
[400] actually,beats
[400] beats,president
[400] president,trump
[400] trump,49
[400] 49,42
[400] 42,margin
[400] margin,trusted
[400] trusted,more

Top Word Pairs in Tweet in G3:
[30] covid,19
[29] long,term
[24] use,disorder
[21] public,health
[19] term,care
[18] role,libraries
[18] libraries,play
[18] play,democracy
[18] democracy,today
[18] today,public

Top Word Pairs in Tweet in G4:
[119] seagrass,meadows
[119] 10,total
[119] total,estimated
[119] estimated,organic
[119] organic,carbon
[119] carbon,sequestered
[112] meadows,one
[112] one,cabo
[112] cabo,gata
[112] gata,spain

Top Word Pairs in Tweet in G5:
[89] pew,research
[42] research,center
[26] according,pew
[13] 64,years
[11] granted,clemency
[8] obama,absolved
[8] absolved,sentences
[8] sentences,937
[8] 937,convicts
[8] convicts,during

Top Word Pairs in Tweet in G6:
[216] pew,research
[215] covid,19
[215] 19,deaths
[215] deaths,democratic
[215] democratic,congressional
[215] congressional,districts
[215] districts,pew
[215] research,center
[213] lrihendry,covid
[4] #america,#justice

Top Word Pairs in Tweet in G7:
[128] year,gen
[128] gen,those
[128] those,born
[128] born,1997
[128] 1997,later
[128] later,make
[128] make,10
[128] 10,electorate
[128] electorate,compared
[128] compared,2016

Top Word Pairs in Tweet in G8:
[5] pew,research
[2] johnkrahn2,sbuddie1877
[2] majority,public
[2] public,favors
[2] favors,giving
[2] giving,civilians
[2] civilians,power
[2] power,sue
[2] sue,police
[2] police,officers

Top Word Pairs in Tweet in G9:
[67] survey,pewresearch
[65] 57,respondents
[65] respondents,survey
[65] pewresearch,think
[65] think,push
[65] push,gender
[65] gender,equality
[65] equality,gone
[65] gone,far
[65] far,enough

Top Word Pairs in Tweet in G10:
[132] pew,research
[131] fbi,data
[130] data,jews
[130] jews,7x
[130] 7x,more
[130] more,blacks
[130] blacks,2x
[130] 2x,more
[130] more,muslims
[130] muslims,hate

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@thehill
@mebiniam
@melissaafrancis
@ateee_yooo
@dessiecarlile
@christianwalk1r
@robert_enna
@uncletomrevenge
@a_centrism

Top Replied-To in G1:

Top Replied-To in G2:
@robert_enna
@cnn
@dflowers29

Top Replied-To in G5:
@realdonaldtrump
@unionguypei
@joebiden
@mittromney
@nhawkdoc
@baraaawesome
@yeaimsuspended
@q_kat_maine
@moosemannyc
@caesarsch

Top Replied-To in G7:
@armoredchocobo

Top Replied-To in G8:
@billmelvin15
@phoenix42505497
@atheistwombat

Top Replied-To in G9:
@richardwike
@pewresearch
@thatdarnhelcat
@rockshrimp
@stefan_amaral
@genuinelygia_
@justsayxtian

Top Replied-To in G10:
@juliereichwein1

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@pewenvironment
@lrihendry
@pewtrusts
@time
@anbeond
@pewstates
@pewresearch
@thedelmarkid
@saveantibiotics

Top Mentioned in G1:
@isaiahquintana_
@dynama
@doitformama
@gjrt888
@pairsonnalitesa
@freemonotheist
@master_modeler
@truthseekers111

Top Mentioned in G2:
@cnn
@kahotsang
@rickmcopy
@axios
@charlesadler

Top Mentioned in G3:
@pewtrusts
@pewstates
@saveantibiotics
@pewhealth
@who
@sleiseca
@an_catherine
@us_fda
@amermedicalassn
@nih

Top Mentioned in G4:
@pewenvironment
@peweurope
@pewtrusts
@ncdeq
@fixourparksus
@marsecgina
@oceanimpactsa
@kevinmodesti
@traill1
@pewstates

Top Mentioned in G5:
@realdonaldtrump
@joebiden
@projectlincoln
@therickwilson
@sentedcruz
@haftlarry
@rnicholasburns
@nytimes
@johnbrennan
@mittromney

Top Mentioned in G6:
@lrihendry
@overthemoonbat

Top Mentioned in G7:
@time
@wsj
@cnn

Top Mentioned in G8:
@robertbrownie
@cleisthenes5
@johnkrahn2
@sbuddie1877
@avic_wins
@remnantofisr53
@yourmomspants1
@magnetronmagne1
@wolfpak561
@oohglobbits5

Top Mentioned in G9:
@pewresearch
@un_women
@arashkolahi
@allthingscensus
@badredheadmedia
@fortunemagazine
@jerusalem_post
@pewmethods
@sasecular
@kahehura

Top Mentioned in G10:
@anbeond
@lrihendry

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@pairsonnalitesa
@rk70534
@mattmurph24
@joleonbusby
@5fec93919a544d3
@davidjones720
@saragomezaranci
@argojournal
@mellowcello1

Top Tweeters in G1:
@pairsonnalitesa
@davidjones720
@flowsandolini
@jcmarbury
@alaskarebel
@kegan05
@dubvnow
@summer7570
@irhystay
@hrothenb

Top Tweeters in G2:
@joleonbusby
@5fec93919a544d3
@kenkircher1
@givemepie360
@flipthescript8
@brontyman
@beverly21811568
@tyberzannxxxx
@govsherazkhan
@wechoosewisdom

Top Tweeters in G3:
@mellowcello1
@kimvie
@npsusa
@suzanneinlgb
@fieldroamer
@maroq
@thepowerofmeow
@jennykim
@yarkafanchan
@raoces

Top Tweeters in G4:
@jurylady5
@dgendvil
@willseattle
@scheerenberger
@mr_spock
@lawlor224
@aurora_umezawa
@dianesnavely
@lsrlinda
@trudaoceans

Top Tweeters in G5:
@dcexaminer
@therickwilson
@usatoday
@peopledied2vote
@davidmweissman
@brokenwing2005
@509shawng
@verge
@tomcoates
@lubottom

Top Tweeters in G6:
@saveusrepublic2
@jjmac55
@dsdr2011
@beank511
@jdjwhite54
@jamess020770
@willsdarlin
@caselvis58
@autismfamily01
@kellydetoni

Top Tweeters in G7:
@noybsk2017
@harsiwarju
@world_news_eng
@rappublicist
@on_bender
@time
@cynicalvision50
@wsj
@sinemetuvivere
@hubbucket

Top Tweeters in G8:
@eschertology
@davestewart4444
@thegod_particle
@mikecannytalk
@mirandadied4u
@nosciencedenial
@zalphaprime
@andyguy
@tertiusiii
@orna_verum

Top Tweeters in G9:
@rk70534
@pppatticake
@kavn
@kabalissima
@badwolf303
@rockshrimp
@craigmatsuda
@jerusalem_post
@fortunemagazine
@shady2brandals

Top Tweeters in G10:
@rmack2x
@williamlharbuck
@dunbdav
@lonestartxmary
@totemranch613
@lindamu9
@juliereichwein1
@carolina4potus
@margare04323327
@cjdtwit


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