pew research, Twitter, 11/5/2020 3:28:37 AM, 239485


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pew research_2020-11-04_19-07-56.xlsx
pew research_2020-11-04_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 05, 2020
Short Description:
pew research via NodeXL https://bit.ly/32aw772
@pewstates
@pewtrusts
@reuters
@realdonaldtrump
@reporterblayne
@pewenvironment
@joeconchatv
@sandykalano
@mary_swilling
@mktldr

Top hashtags:
#covid19
#icymi
#election2020
#armenia
#factsaboutarmenia
#ccamlr

Description:
Description
The graph represents a network of 8,094 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, 05 November 2020 at 03:13 UTC.

The requested start date was Thursday, 05 November 2020 at 01:01 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, 41-minute period from Thursday, 22 October 2020 at 01:15 UTC to Wednesday, 04 November 2020 at 04:56 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 : 8094
Unique Edges : 3897
Edges With Duplicates : 10064
Total Edges : 13961
Number of Edge Types : 5
Retweet : 4474
MentionsInRetweet : 5038
Replies to : 1061
Mentions : 2138
Tweet : 1250
Self-Loops : 1283
Reciprocated Vertex Pair Ratio : 0.0123905723905724
Reciprocated Edge Ratio : 0.0244778502061993
Connected Components : 1472
Single-Vertex Connected Components : 674
Maximum Vertices in a Connected Component : 3116
Maximum Edges in a Connected Component : 7091
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.955383
Graph Density : 0.000114755050863341
Modularity : 0.551671
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 8,094 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, 05 November 2020 at 03:13 UTC.

The requested start date was Thursday, 05 November 2020 at 01:01 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, 41-minute period from Thursday, 22 October 2020 at 01:15 UTC to Wednesday, 04 November 2020 at 04:56 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:
[23] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[19] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[18] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/
[17] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/20/covid-19-patients-swamp-rural-hospitals
[17] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/22/ropeless-fishing-systems-hold-promise-for-fishermen-and-whales
[16] https://www.pewresearch.org/fact-tank/2020/10/22/election-night-marks-the-end-of-one-phase-of-campaign-2020-and-the-start-of-another/
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/28/pandemic-raises-lowers-hurdles-for-voters-with-disabilities
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/29/pandemic-anti-racism-protests-may-boost-marijuana-legalization
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/30/indigenous-led-conservation-vital-to-canadas-biodiversity-efforts
[13] https://reason.com/2020/10/29/pew-research-center-distance-learning-parents-teachers/

Top URLs in Tweet in G1:
[16] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[13] https://www.pewresearch.org/fact-tank/2020/10/22/election-night-marks-the-end-of-one-phase-of-campaign-2020-and-the-start-of-another/
[13] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/
[9] https://www.pewresearch.org/politics/2020/10/21/large-shares-of-voters-plan-to-vote-a-straight-party-ticket-for-president-senate-and-house/
[7] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[6] https://www.baltimoresun.com/maryland/baltimore-city/bs-pr-md-post-office-black-workers-20201028-xufi2evvvvchviqsxbg6o345vu-story.html
[5] https://www.pewresearch.org/fact-tank/2020/05/26/coronavirus-death-toll-is-heavily-concentrated-in-democratic-congressional-districts/
[5] https://www.bbc.com/news/election-us-2020-54541907
[5] https://www.pewresearch.org/fact-tank/2020/10/26/americans-are-divided-on-whether-colleges-that-brought-students-back-to-campus-made-the-right-decision/
[4] https://www.pewresearch.org/fact-tank/2020/10/21/key-facts-about-black-eligible-voters-in-2020-battleground-states/

Top URLs in Tweet in G2:
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/28/pandemic-raises-lowers-hurdles-for-voters-with-disabilities
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/20/covid-19-patients-swamp-rural-hospitals
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/22/ropeless-fishing-systems-hold-promise-for-fishermen-and-whales
[10] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/30/indigenous-led-conservation-vital-to-canadas-biodiversity-efforts
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/22/tough-fire-season-takes-toll-on-firefighters-mental-health
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/28/minimum-safety-standards-needed-for-fishing-vessel-crews-and-observers
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/13/covid-19-prompts-states-to-start-tapping-financial-reserves?utm_campaign=financeandeconomy_sfh___nextrecession_____&utm_source=twitter_states&utm_medium=social&utm_content=article_general____map_&utm_term=___yourstate
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/03/lots-of-states-start-ballot-counting-process-early-this-year?utm_campaign=governing_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelineupdate_general____map_&utm_term=___policytrend
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation?utm_campaign=governing_instn_usstatepolicy__soin_____&utm_source=twitter_trusts&utm_medium=social&utm_content=collection_general____photo_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/10/26/wealthy-donors-spend-big-to-expand-voting-access

Top URLs in Tweet in G3:
[1] https://www.wabe.org/dude-i-m-done-when-politics-tears-families-and-friendships-apart/

Top URLs in Tweet in G4:
[8] https://www.pewresearch.org/global/2020/09/15/us-image-plummets-internationally-as-most-say-country-has-handled-coronavirus-badly/
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/24/black-businesses-largely-miss-out-on-opportunity-zone-money
[2] https://www.pewresearch.org/politics/2018/08/09/an-examination-of-the-2016-electorate-based-on-validated-voters/
[2] https://www.pewresearch.org/global/wp-content/uploads/sites/2/2018/10/Pew-Research-Center_U.S.-Image-Report_2017-06-27.pdf
[1] https://amp.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[1] https://www.cnn.com/2020/01/09/africa/africa-trump-pew-poll-intl/index.html
[1] https://nationalpost.com/opinion/conrad-black-an-unusually-successful-president-may-be-swindled-out-of-victory
[1] https://www.pewresearch.org/2020/09/23/the-changing-racial-and-ethnic-composition-of-the-u-s-electorate/
[1] https://www.washingtonpost.com/opinions/these-statistics-can-help-enliven-election-night/2020/10/29/c11380e8-1a24-11eb-befb-8864259bd2d8_story.html
[1] https://twitter.com/realdonaldtrump/status/1323072051402350592

Top URLs in Tweet in G5:
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/07/23/breaking-the-plastic-wave-top-findings?utm_campaign=conservation_popl_oceans_plastics_plasticwave_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____statementtile_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/10/netting-billions-2020-a-global-tuna-valuation?utm_campaign=conservation_intf_oceans_tuna_nttbll20_____&utm_source=twitter_environment&utm_medium=social&utm_content=report_general____statementtile_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/28/minimum-safety-standards-needed-for-fishing-vessel-crews-and-observers?utm_campaign=conservation_intf_oceans_illegalfishing______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___cta
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/16/gulf-of-mexico-deep-sea-corals-win-protection?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/22/ropeless-fishing-systems-hold-promise-for-fishermen-and-whales?utm_campaign=conservation_clco_oceans_______&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/issue-briefs/2020/10/the-need-for-a-network-of-marine-protected-areas-in-the-southern-ocean?utm_campaign=conservation_paso_oceans_marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=issuebrief_ccamlrmission____gallery_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/28/study-confirms-antarctic-penguins-are-harmed-by-krill-fishing-and-climate-change?utm_campaign=conservation_paso_oceans_marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=article_ccamlrmission____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/29/us-ends-roadless-protections-in-countrys-largest-national-forest?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/30/five-things-the-wto-must-include-in-its-fisheries-subsidies-agreement?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/politics/2020/10/21/large-shares-of-voters-plan-to-vote-a-straight-party-ticket-for-president-senate-and-house/

Top URLs in Tweet in G8:
[3] https://www.pewresearch.org/fact-tank/2020/10/20/8-key-findings-about-catholics-and-abortion/ft_2020-10-20_abortion_03/?fbclid=iwar15skkvz1sojudxm36ttkdiinwwzpwpoqongixhvcr7vntzicnrqaoy20o
[1] https://www.pewresearch.org/hispanic/2004/12/06/shades-of-belonging/
[1] https://twitter.com/TODAYshow/status/1321062065864323073
[1] https://www.sun-sentinel.com/news/politics/fl-ne-democrat-push-puerto-rican-voters-florida-20201024-6m6rwvuf6vbg5jl5mnq2cqaoxa-story.html
[1] https://www.washingtonpost.com/politics/2020/10/23/whats-happening-out-there-with-black-men-trump/
[1] https://www.baynews9.com/share/fl/tampa/news/2020/10/30/trump-biden-push-latino-support?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[1] https://www.nationaljournal.com/s/711037/dont-expect-a-contested-election
[1] https://www.pewresearch.org/fact-tank/2020/10/26/latino-voters-interest-in-presidential-race-is-mixed-and-about-half-are-extremely-motivated-to-vote/

Top URLs in Tweet in G9:
[2] https://www.gospelprime.com.br/pesquisa-diz-que-maioria-dos-catolicos-e-a-favor-do-casamento-homossexual/

Top URLs in Tweet in G10:
[6] https://www.pewresearch.org/hispanic/
[5] https://medium.com/pew-research-center-decoded/americans-perceptions-of-their-own-community-type-differ-by-party-4b6179322032
[4] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/rural-response-to-coronavirus-could-be-hampered-by-years-of-population-loss
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/02/05/better-maps-better-connectivity-how-data-can-close-the-broadband-gap
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2019/08/forecasts-hazy-for-state-marijuana-revenue
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.3takeaways.com/episodes/president-of-pew-research-center-michael-dimock
[2] https://www.pewresearch.org/internet/2018/11/28/teens-and-their-experiences-on-social-media/
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/16/how-washington-dc-is-managing-the-fiscal-implications-of-covid-19
[1] https://twitter.com/bbarrettNC/status/1318548946227240962

Top Domains
Top Domains in Tweet in Entire Graph:
[556] pewtrusts.org
[428] pewresearch.org
[129] twitter.com
[31] gab.com
[28] pewsocialtrends.org
[22] pewforum.org
[16] theguardian.com
[16] medium.com
[16] patheos.com
[13] reason.com

Top Domains in Tweet in G1:
[222] pewresearch.org
[62] twitter.com
[35] pewtrusts.org
[18] pewsocialtrends.org
[7] theguardian.com
[6] linkedin.com
[6] tweetedtimes.com
[6] baltimoresun.com
[6] reuters.com
[5] journalism.org

Top Domains in Tweet in G2:
[382] pewtrusts.org
[5] medium.com
[4] twitter.com
[2] pew.org
[2] pewresearch.org
[2] kjzz.org
[2] wnycstudios.org
[1] healthcare.gov
[1] reason.com

Top Domains in Tweet in G3:
[1] wabe.org

Top Domains in Tweet in G4:
[26] pewresearch.org
[8] twitter.com
[4] pewtrusts.org
[3] theguardian.com
[2] washingtontimes.com
[2] co.uk
[1] cnn.com
[1] nationalpost.com
[1] washingtonpost.com
[1] usatoday.com

Top Domains in Tweet in G5:
[89] pewtrusts.org
[3] twitter.com
[2] undark.org

Top Domains in Tweet in G7:
[1] pewresearch.org

Top Domains in Tweet in G8:
[5] pewresearch.org
[1] twitter.com
[1] sun-sentinel.com
[1] washingtonpost.com
[1] baynews9.com
[1] nationaljournal.com

Top Domains in Tweet in G9:
[2] com.br

Top Domains in Tweet in G10:
[17] pewresearch.org
[12] pewtrusts.org
[9] medium.com
[7] twitter.com
[2] 3takeaways.com
[1] fcc.gov
[1] digitalfuturesociety.com
[1] wilsoncenter.org
[1] susannahfox.com
[1] knowyourmeme.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[65] covid19
[58] icymi
[32] election2020
[27] armenia
[25] factsaboutarmenia
[23] ccamlr
[18] endoverfishing
[17] trump
[16] electionday
[15] antibiotics



Top Hashtags in Tweet in G1:
[6] trump
[6] election2020
[6] vote
[5] eme4390f20
[5] smartnews
[5] elections2020
[4] klimaatverandering
[4] smartphone
[4] today
[4] topstory

Top Hashtags in Tweet in G2:
[56] covid19
[14] opioid
[14] philadelphia
[13] election2020
[13] icymi
[8] cjreform
[8] electionday
[6] philly
[6] ehr
[5] dentalcare

Top Hashtags in Tweet in G3:
[2] election2020

Top Hashtags in Tweet in G4:
[1] fourmoreyears
[1] russia
[1] votersuppression
[1] fox
[1] opportunityzone
[1] votebluelikeyourlifedependsonit
[1] votebidenharristosaveamerica
[1] trumpvirus
[1] stfu
[1] butidemeanthem

Top Hashtags in Tweet in G5:
[45] icymi
[22] ccamlr
[17] endoverfishing
[9] deepsea
[9] climatechange
[8] terrorism
[7] safeseas
[6] capetownagreement
[6] ropelessgear
[5] highseas

Top Hashtags in Tweet in G10:
[9] pewresearchcenter
[9] muslim
[7] hacu2020
[4] election2020
[3] un75
[3] electionday
[3] americas360
[2] elections2020
[2] socialmedia
[2] thinkbigdiversity

Top Words
Top Words in Tweet in Entire Graph:
[4919] pew
[4761] research
[2392] center
[1597] 000
[1066] according
[1030] trump
[1001] year
[669] found
[662] biden
[625] more

Top Words in Tweet in G1:
[731] pew
[710] research
[469] center
[141] according
[128] trump
[103] voters
[90] americans
[89] election
[86] more
[79] 2020

Top Words in Tweet in G2:
[282] pewtrusts
[248] pewstates
[194] states
[117] more
[112] state
[108] election
[95] polling
[95] places
[71] schwarzenegger
[70] funding

Top Words in Tweet in G3:
[369] biden
[367] reuters
[339] research
[336] pew
[335] center
[331] trump
[286] non
[286] partisan
[285] september
[285] report

Top Words in Tweet in G4:
[274] pew
[273] research
[157] trump
[151] realdonaldtrump
[143] center
[105] image
[90] many
[58] internationally
[58] trusted
[57] plummets

Top Words in Tweet in G5:
[313] pewenvironment
[105] ocean
[92] protections
[84] harmful
[76] antarctica
[69] marine
[58] subsidies
[54] world
[53] fisheries
[53] fishing

Top Words in Tweet in G6:
[1535] 000
[308] musulmanes
[307] número
[307] países
[307] 2017
[307] francia
[307] 720
[307] alemania
[307] españa
[307] 180

Top Words in Tweet in G7:
[566] year
[285] pew
[285] research
[285] revenue
[283] q2
[283] study
[283] finds
[283] ad
[283] msnbc
[283] cnn

Top Words in Tweet in G8:
[256] eligible
[237] pew
[237] research
[236] according
[234] center
[234] black
[227] voters
[221] year
[221] record
[221] number

Top Words in Tweet in G9:
[199] em
[199] milhões
[196] dimacgarcia
[149] pew
[149] research
[148] center
[147] segundo
[147] representando
[147] população
[147] total

Top Words in Tweet in G10:
[60] research
[54] pew
[47] pewresearch
[30] center
[25] twitter
[23] data
[22] know
[18] community
[15] democrats
[14] use

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4566] pew,research
[2370] research,center
[866] according,pew
[328] trump,biden
[326] center,found
[325] biden,supporters
[321] study,pew
[311] non,partisan
[309] 000,000
[308] nearly,80

Top Word Pairs in Tweet in G1:
[676] pew,research
[468] research,center
[100] according,pew
[38] covid,19
[27] pew,charitable
[26] charitable,trusts
[22] election,pew
[18] 2020,election
[18] registered,voters
[18] presidential,election

Top Word Pairs in Tweet in G2:
[94] polling,places
[63] presidential,election
[63] open,polling
[62] schwarzenegger,funding
[62] funding,grants
[62] grants,open
[62] places,southern
[62] southern,states
[62] states,ahead
[62] ahead,presidential

Top Word Pairs in Tweet in G3:
[336] pew,research
[335] research,center
[286] non,partisan
[286] partisan,pew
[285] september,report
[285] report,non
[285] center,found
[285] found,nearly
[285] nearly,80
[285] 80,trump

Top Word Pairs in Tweet in G4:
[264] pew,research
[141] research,center
[57] image,plummets
[57] plummets,internationally
[51] internationally,trump
[50] donald,trump
[48] center,image
[47] trump,less
[47] realdonaldtrump,pew
[46] less,trusted

Top Word Pairs in Tweet in G5:
[46] gulf,mexico
[46] mexico,deep
[46] deep,sea
[45] #icymi,federal
[45] federal,officials
[45] officials,issued
[45] issued,protections
[45] protections,21
[45] 21,gulf
[45] sea,coral

Top Word Pairs in Tweet in G6:
[307] número,musulmanes
[307] musulmanes,países
[307] países,2017
[307] 2017,francia
[307] francia,720
[307] 720,000
[307] 000,alemania
[307] alemania,000
[307] 000,000
[307] 000,españa

Top Word Pairs in Tweet in G7:
[285] pew,research
[283] q2,study
[283] study,pew
[283] research,finds
[283] finds,ad
[283] ad,revenue
[283] revenue,msnbc
[283] msnbc,cnn
[283] cnn,declining
[283] declining,double

Top Word Pairs in Tweet in G8:
[237] pew,research
[234] research,center
[224] according,pew
[221] year,record
[221] record,number
[221] number,eligible
[221] eligible,black
[221] black,voters
[221] voters,30
[221] 30,million

Top Word Pairs in Tweet in G9:
[149] pew,research
[148] research,center
[147] segundo,pew
[147] população,total
[146] center,em
[146] em,2016
[146] 2016,havia
[146] havia,25
[146] 25,milhões
[146] milhões,muçulmanos

Top Word Pairs in Tweet in G10:
[51] pew,research
[30] research,center
[11] know,need
[11] need,nation
[11] nation,100
[11] 100,connected
[11] connected,broadband
[11] broadband,everyone
[11] everyone,everywhere
[11] everywhere,know

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@8d7fe09e995a463
@teamtrump
@whitehouse
@mike_pence
@joebiden
@gop
@thehill
@jojo50589398
@foxnews

Top Replied-To in G2:
@thisised1985
@rphillipsesq

Top Replied-To in G3:
@reuters
@kylerpnw
@jharvard13
@wspersists

Top Replied-To in G4:
@realdonaldtrump
@teamtrump
@whitehouse
@mike_pence
@gop
@joebiden
@thehill
@itsjefftiedrich
@foxnews
@gopchairwoman

Top Replied-To in G5:
@coralreeffish

Top Replied-To in G7:
@radnaturelove

Top Replied-To in G8:
@notcapnamerica

Top Replied-To in G10:
@davidenko_gye
@pewresearch
@pewmethods
@audio_embed
@dribram
@sullydish
@don_o_meara

Top Mentioned
Top Mentioned in Entire Graph:
@reuters
@pewenvironment
@isaacj
@pewtrusts
@joeconchatv
@pewstates
@reporterblayne
@dimacgarcia
@realdonaldtrump
@uberfacts

Top Mentioned in G1:
@gerritrentier
@ivbaoshi
@pairsonnalitese
@wagepeace
@raymond27103745
@heartoftx5
@zotskolf
@stigmabase
@news_in_gif
@isaiahquintana_

Top Mentioned in G2:
@pewtrusts
@pewstates
@schwarzenegger
@pewhealth
@pewenvironment
@bbarrettnc
@mikethompsongvt
@sleiseca
@noellestraub
@espovich

Top Mentioned in G3:
@reuters
@wabenews
@bbarrettnc
@pewstates
@ianmsc

Top Mentioned in G4:
@realdonaldtrump
@larryolart
@itsjefftiedrich
@joebiden
@gop
@potus
@flotus
@kamalaharris
@thehill
@erictrump

Top Mentioned in G5:
@pewenvironment
@peweurope
@wto
@drlucaskruger
@pewtrusts
@eucouncil
@pewstates
@miketierneyir
@jap
@imohq

Top Mentioned in G6:
@isaacj

Top Mentioned in G7:
@joeconchatv
@usa_polling
@pewstates

Top Mentioned in G8:
@reporterblayne
@eugene_scott
@dcdulce
@notcapnamerica
@reuters
@des_de_mona_
@drcarlhindy
@todayshow
@bn9

Top Mentioned in G9:
@dimacgarcia
@gospelprime

Top Mentioned in G10:
@pewresearch
@pewstates
@twitter
@jrosenworcel
@ijoydeeproy
@carrolldoherty
@an_catherine
@institute_trust
@brightcerruti
@susannahfox

Top Tweeters
Top Tweeters in Entire Graph:
@thebookofginko
@rashidaldosari
@dichristine
@robinsnewswire
@odio_nao
@s9tmt
@tinamarie_80s
@solutioneer72
@cloudwanderer3
@1denmadrid

Top Tweeters in G1:
@robinsnewswire
@pairsonnalitese
@stigmabase
@ken_crichlow
@rantoshak
@nikitakitty
@edourdoo
@isearch247
@teetweetshere
@hedgeenergy

Top Tweeters in G2:
@dichristine
@1denmadrid
@britpoptarts
@brontyman
@cblazblaz
@suzanneinlgb
@notacquiescing
@mjfsteeler
@margo94
@vievararosel

Top Tweeters in G3:
@rashidaldosari
@s9tmt
@reuters
@breakingnewzman
@therezafontoura
@patricklee6669
@salomnm
@sandi_childs
@oufenix
@njdoc

Top Tweeters in G4:
@tinamarie_80s
@thehill
@wildwillow65
@foxnews
@ponytail122
@2020nygiants
@truthbuster
@bostonherald
@detroitnews
@margery

Top Tweeters in G5:
@milatrud11
@lorettabower3
@blubdha
@sampleatl
@dominoisf
@trudaoceans
@ana_captures
@alejandrosig
@thereisanocean
@smsaideman

Top Tweeters in G6:
@bogotasinmiedo
@stalingradofc
@alvpe
@victoriaccss
@cnovelo66
@agisbertarnal
@johnjonny1
@dnr2esp
@absolutexe
@soylibre92

Top Tweeters in G7:
@patriot_girl_tx
@real_stephanie
@mary_swilling
@kevdgrussing
@reesetheone1
@brianbachner
@7777myname
@cookingconquest
@mtnpoet
@toreilly

Top Tweeters in G8:
@phillip92321
@loulachat
@reignofapril
@debsomewhere
@uscgamecockboy
@kat223
@carolk47
@notcapnamerica
@shitian321136
@weirmb

Top Tweeters in G9:
@allampatriots
@bonnieximena
@silvamarcosrj
@teodorico1967
@decioneves
@magoomito
@rogerscruton78
@maupessoa
@sonia_schoecher
@fannylt

Top Tweeters in G10:
@itswanda
@jayhind22090440
@69nicebot69
@shayne571
@epidatageek
@bharatwashi1
@thesiliconhill
@vaddanki001
@curtisschin
@bharatnarayan7