pew research, Twitter, 5/26/2022 2:58:58 AM, 277058


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pew research_2022-05-25_18-37-04.xlsx
pew research_2022-05-25_18-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
pew research via NodeXL https://bit.ly/39RPokq
@repandybiggsaz
@housegop
@aleshadalin
@forbes
@straitarrow10
@davenewworld_2
@theswprincess
@frankborn2run
@blueyedblondems
@bubblebathgirl

Top hashtags:
#bidenflation
#inflation
#us
#southernocean
#opioid
#أمريكا
#pew

Description:
Description
The graph represents a network of 6,118 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, 26 May 2022 at 01:41 UTC.

The requested start date was Thursday, 26 May 2022 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, 21-hour, 41-minute period from Thursday, 12 May 2022 at 00:14 UTC to Wednesday, 25 May 2022 at 21:55 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 : 6118
Unique Edges : 2654
Edges With Duplicates : 7602
Total Edges : 10256
Number of Edge Types : 5
Replies to : 730
Mentions : 1803
Retweet : 3324
MentionsInRetweet : 3589
Tweet : 810
Self-Loops : 834
Reciprocated Vertex Pair Ratio : 0.00801165331391114
Reciprocated Edge Ratio : 0.0158959537572254
Connected Components : 1070
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 1915
Maximum Edges in a Connected Component : 3916
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.977545
Graph Density : 0.00014792723113197
Modularity : 0.543054
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,118 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, 26 May 2022 at 01:41 UTC.

The requested start date was Thursday, 26 May 2022 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, 21-hour, 41-minute period from Thursday, 12 May 2022 at 00:14 UTC to Wednesday, 25 May 2022 at 21:55 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:
[28] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research
[18] https://www.pewresearch.org/fact-tank/2022/05/12/by-a-wide-margin-americans-view-inflation-as-the-top-problem-facing-the-country-today/
[15] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[15] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[14] https://okcfox.com/news/local/kevin-stitt-oklahoma-abortion-fox-news-native-american-tribes-roe-wade-shannon-bream-pew-research-six-weeks
[8] https://www.pewresearch.org/fact-tank/2022/05/13/support-for-more-regulation-of-tech-companies-has-declined-in-u-s-especially-among-republicans/
[8] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/04/in-french-polynesia-an-ancient-conservation-model-is-helping-revive-fisheries?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[7] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[7] https://www.pewresearch.org/politics/2022/03/03/the-changing-political-geography-of-covid-19-over-the-last-two-years/

Top URLs in Tweet in G1:
[1] https://www.foxnews.com/politics/backlash-builds-after-democrats-vote-legalize-abortion-until-birth
[1] https://www.pewresearch.org/fact-tank/2022/05/12/by-a-wide-margin-americans-view-inflation-as-the-top-problem-facing-the-country-today/
[1] https://www.pewresearch.org/fact-tank/2022/05/11/57-of-americans-say-masks-should-be-required-on-airplanes-and-public-transportation/

Top URLs in Tweet in G2:
[21] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research
[12] https://www.pewresearch.org/fact-tank/2022/05/12/by-a-wide-margin-americans-view-inflation-as-the-top-problem-facing-the-country-today/
[7] https://www.pewresearch.org/fact-tank/2022/05/13/support-for-more-regulation-of-tech-companies-has-declined-in-u-s-especially-among-republicans/
[7] https://www.pewresearch.org/fact-tank/2022/02/03/what-the-data-says-about-gun-deaths-in-the-u-s/
[5] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.pewresearch.org/fact-tank/2022/03/09/majority-of-workers-who-quit-a-job-in-2021-cite-low-pay-no-opportunities-for-advancement-feeling-disrespected/
[4] https://afro.com/eid-al-fitr-celebrations-close-out-month-of-ramadan-for-those-of-muslim-faith/
[3] https://www.pewresearch.org/politics/2022/03/03/the-changing-political-geography-of-covid-19-over-the-last-two-years/
[3] https://www.pewresearch.org/science/2022/05/12/a-majority-of-americans-favor-expanding-natural-gas-production-to-export-to-europe/
[3] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/

Top URLs in Tweet in G3:
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/19/some-states-already-are-targeting-birth-control
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/25/cities-back-community-land-trusts-to-protect-affordable-housing
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/veterans-finding-solace-outdoors-urge-congress-to-pass-conservation-bills
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/18/ransomware-attacks-on-hospitals-put-patients-at-risk
[4] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/05/how-future-employment-patterns-could-put-philadelphias-operating-budget-at-risk
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/to-improve-addiction-treatment-states-should-measure-more-than-deaths
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/13/personal-income-rose-in-2021-but-growth-varied-by-state
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/seafood-production-suffers-under-climate-change-but-sustainable-reforms-can-undo-the-damage
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/06/ocean-people-planet-a-wildlife-refuge-on-the-brink?utm_campaign=trends_atf_oceans__opp2022_p2____&utm_source=twitter_trusts&utm_medium=social&utm_content=podcast_oceanthemetwo____quotetile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/25/a-third-of-states-lost-population-in-2021?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=article_recessionrecovery____map_&utm_term=___datapoint

Top URLs in Tweet in G4:
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/04/in-french-polynesia-an-ancient-conservation-model-is-helping-revive-fisheries?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/17/in-setting-fisheries-rules-northeast-atlantic-states-must-consider-broader-ecosystem?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_overfishingsolvable____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/18/new-research-shows-the-5-governments-funding-most-distant-water-fishing-and-the-harm-it-causes?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_wtobestway____stattile_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/12/study-finds-ecologically-valuable-but-vulnerable-areas-in-utah-national-forests?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/25/by-connecting-marine-protected-areas-governments-could-improve-ocean-health?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/17/in-setting-fisheries-rules-northeast-atlantic-states-must-consider-broader-ecosystem?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_overfishingsolvable____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/seafood-production-suffers-under-climate-change-but-sustainable-reforms-can-undo-the-damage?utm_campaign=conservation_cs_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/06/ocean-people-planet-a-wildlife-refuge-on-the-brink?utm_campaign=trends_atf_oceans__opp2022_p2____&utm_source=twitter_environment&utm_medium=social&utm_content=podcast_oceanthemetwo____quotetile_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/20/infrastructure-funding-can-help-restore-damaged-western-sagebrush-ecosystem?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/seafood-production-suffers-under-climate-change-but-sustainable-reforms-can-undo-the-damage?utm_campaign=conservation_cs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G6:
[5] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds/?utm_medium=social&utm_campaign=socialflowForbesMainTwitter&utm_source=ForbesMainTwitter
[2] https://www.forbes.com/sites/zacharysmith/2022/05/11/most-americans-dont-care-if-people-around-them-mask-in-public-poll-finds?utm_medium=social&utm_source=ForbesMainTwitter&utm_campaign=socialflowForbesMainTwitter
[1] https://www.forbes.com/sites/zacharysmith/2022/05/11/most-americans-dont-care-if-people-around-them-mask-in-public-poll-finds/?sh=6f77e557aa75&utm_source=TWITTER&utm_medium=social&utm_content=6962854133&utm_campaign=sprinklrForbesMainTwitter
[1] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds?utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[1] https://www.forbes.com/sites/marisadellatto/2022/05/12/70-of-americans-say-inflation-near-40-year-high-is-a-huge-problem-poll-finds/?sh=638a1b63c0d9&utm_source=TWITTER&utm_medium=social&utm_content=6967332259&utm_campaign=sprinklrForbesMainTwitter
[1] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/
[1] https://www.theatlantic.com/ideas/archive/2022/05/us-democrat-republican-partisan-polarization/629925/
[1] http://us.china-embassy.gov.cn/eng/dshd/202205/t20220506_10682129.htm
[1] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/?sh=3612ed7f67e3

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/fact-tank/2022/04/20/how-the-american-middle-class-has-changed-in-the-past-five-decades/
[1] https://www.pewresearch.org/fact-tank/2021/09/13/key-facts-about-americans-and-guns/

Top URLs in Tweet in G8:
[4] https://www.pewresearch.org/fact-tank/2021/08/04/wide-differences-on-most-gun-policies-between-gun-owners-and-non-owners-but-also-some-agreement/
[1] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/
[1] https://www.axios.com/2022/05/12/americans-views-on-abortion-religion?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-roereligion

Top URLs in Tweet in G9:
[1] https://theweek.com/republicans/1002288/a-fresh-look-at-2020-electorate

Top URLs in Tweet in G10:
[3] https://www.pewresearch.org/fact-tank/2018/04/19/qa-how-pew-research-center-identified-bots-on-twitter/
[1] https://twitter.com/kylegriffin1/status/1529500037394272256
[1] https://twitter.com/redsteeze/status/1524254508439670784
[1] https://www.pewresearch.org/fact-tank/2022/03/10/the-polarization-in-todays-congress-has-roots-that-go-back-decades/
[1] https://www.cnn.com/2022/03/15/politics/congress-asymmetric-polarization-pew-research-center/index.html
[1] https://www.vox.com/platform/amp/technology/2018/4/9/17214720/pew-study-bots-generate-two-thirds-of-twitter-links
[1] https://twitter.com/Andst7/status/1526248075492220929
[1] https://www.youtube.com/watch?v=Hy2AYb1YFx8&feature=youtu.be

[1] https://twitter.com/elonmusk/status/1525305145239781377
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/

Top Domains
Top Domains in Tweet in Entire Graph:
[307] pewtrusts.org
[258] pewresearch.org
[73] twitter.com
[56] theverge.com
[15] advisorstream.com
[15] forbes.com
[15] okcfox.com
[12] advisor.news
[9] cnn.com
[8] linkedin.com

Top Domains in Tweet in G1:
[2] pewresearch.org
[1] foxnews.com

Top Domains in Tweet in G2:
[116] pewresearch.org
[34] twitter.com
[29] theverge.com
[26] pewtrusts.org
[15] advisorstream.com
[12] advisor.news
[8] linkedin.com
[6] davidjeremiah.org
[4] washingtonpost.com
[4] afro.com

Top Domains in Tweet in G3:
[174] pewtrusts.org
[6] pew.org
[1] 4.digital
[1] 5.data

Top Domains in Tweet in G4:
[92] pewtrusts.org
[2] publicnewsservice.org

Top Domains in Tweet in G6:
[12] forbes.com
[1] theatlantic.com
[1] gov.cn

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

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

Top Domains in Tweet in G9:
[1] theweek.com

Top Domains in Tweet in G10:
[6] pewresearch.org
[4] twitter.com
[1] cnn.com
[1] vox.com
[1] youtube.com
[1] iu.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[157] bidenflation
[24] inflation
[21] us
[15] southernocean
[14] opioid
[11] أمريكا
[10] pew
[10] stopfundingoverfishing
[9] mentalhealthawarenessmonth
[9] remotework



Top Hashtags in Tweet in G1:
[1] foxnews
[1] andybiggs
[1] gopcrimecartel
[1] gopcorruption

Top Hashtags in Tweet in G2:
[8] inflation
[6] eme4390m2022
[4] blackmuslims
[4] africanamericanmuslims
[4] 강력졸피뎀판매
[4] 러쉬파퍼구입하는곳
[3] business
[3] pandemic
[3] covid
[3] immigration

Top Hashtags in Tweet in G3:
[14] opioid
[9] mentalhealthawarenessmonth
[8] philadelphia
[7] mham
[6] remotework
[5] philadelphians
[3] stigma
[3] philly
[2] twill
[2] wetlands

Top Hashtags in Tweet in G4:
[15] southernocean
[10] stopfundingoverfishing
[4] 30x30
[4] mc12
[3] gomcon
[3] dyk
[2] iattc
[2] womeninmaritimeday
[1] tubman200
[1] militaryappreciationmonth

Top Hashtags in Tweet in G5:
[153] bidenflation
[1] republicansarenazis

Top Hashtags in Tweet in G8:
[1] guncontrolnow
[1] banassaultweapons

Top Hashtags in Tweet in G9:
[1] gunsafetynow
[1] freshwords

Top Hashtags in Tweet in G10:
[1] pew
[1] twitter
[1] blacktwitter

Top Words
Top Words in Tweet in Entire Graph:
[3685] pew
[3645] research
[2135] americans
[1729] 70
[1632] poll
[1586] inflation
[1456] view
[1419] shows
[1415] biggest
[1325] around

Top Words in Tweet in G1:
[1245] research
[1244] pew
[1244] americans
[1240] repandybiggsaz
[1239] poll
[1237] shows
[1235] view
[1235] inflation
[1235] solution
[1234] around

Top Words in Tweet in G2:
[448] pew
[430] research
[247] center
[123] americans
[93] more
[93] survey
[89] according
[64] adults
[58] found
[57] people

Top Words in Tweet in G3:
[153] pewtrusts
[98] health
[73] mental
[68] pewstates
[64] states
[54] risk
[52] those
[50] hospitals
[50] suicide
[50] state

Top Words in Tweet in G4:
[159] pewenvironment
[138] ocean
[76] peweurope
[69] fish
[66] populations
[59] fisheries
[50] protected
[49] benefit
[46] biological
[46] corridors

Top Words in Tweet in G5:
[172] americans
[171] 70
[171] pew
[171] research
[171] poll
[154] believe
[154] very
[154] big
[154] problem
[154] according

Top Words in Tweet in G6:
[132] adults
[127] forbes
[104] more
[102] right
[101] 70
[101] american
[101] view
[101] inflation
[101] very
[101] large

Top Words in Tweet in G7:
[102] research
[101] pew
[101] center
[99] according
[99] analysis
[99] share
[99] adults
[99] america
[99] live
[99] middle

Top Words in Tweet in G8:
[178] assault
[92] theswprincess
[90] ban
[90] style
[90] weapons
[89] former
[89] president
[89] ronald
[89] reagan
[89] helped

Top Words in Tweet in G9:
[188] gun
[188] sales
[95] republicans
[94] low
[94] hanging
[94] fruit
[94] 93
[94] democrats
[94] 82
[94] favor

Top Words in Tweet in G10:
[39] research
[35] pew
[28] elonmusk
[11] twitter
[9] center
[7] more
[7] right
[7] gop
[7] bots
[6] according

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3511] pew,research
[1571] 70,americans
[1475] research,poll
[1435] view,inflation
[1411] inflation,biggest
[1336] americans,view
[1279] poll,shows
[1273] repandybiggsaz,pew
[1269] shows,around
[1269] around,70

Top Word Pairs in Tweet in G1:
[1244] pew,research
[1240] repandybiggsaz,pew
[1236] research,poll
[1236] poll,shows
[1235] americans,view
[1234] shows,around
[1234] around,70
[1234] 70,americans
[1234] view,inflation
[1234] inflation,biggest

Top Word Pairs in Tweet in G2:
[411] pew,research
[245] research,center
[58] according,pew
[49] center,survey
[41] last,year
[30] big,tech
[27] financial,milestones
[27] milestones,look
[27] look,different
[27] different,those

Top Word Pairs in Tweet in G3:
[71] mental,health
[43] suicide,risk
[41] risk,screening
[39] health,awareness
[39] awareness,month
[39] month,reminder
[39] reminder,hospitals
[39] hospitals,reduce
[39] reduce,suicide
[39] screening,patients

Top Word Pairs in Tweet in G4:
[56] fish,populations
[46] benefit,protected
[46] protected,biological
[46] biological,corridors
[46] corridors,ocean
[46] ocean,sharks
[46] sharks,whales
[46] whales,rays
[46] rays,turtles
[37] deplete,fish

Top Word Pairs in Tweet in G5:
[171] 70,americans
[171] pew,research
[171] research,poll
[154] americans,believe
[154] very,big
[154] big,problem
[154] problem,according
[154] according,pew
[153] believe,#bidenflation
[153] #bidenflation,very

Top Word Pairs in Tweet in G6:
[101] 70,american
[101] american,adults
[101] adults,view
[101] view,inflation
[101] inflation,very
[101] very,large
[101] large,problem
[101] problem,united
[101] united,states
[101] states,right

Top Word Pairs in Tweet in G7:
[101] pew,research
[101] research,center
[99] according,pew
[99] center,analysis
[99] analysis,share
[99] share,adults
[99] adults,america
[99] america,live
[99] live,middle
[99] middle,class

Top Word Pairs in Tweet in G8:
[90] assault,style
[90] style,weapons
[89] former,president
[89] president,ronald
[89] ronald,reagan
[89] reagan,helped
[89] helped,push
[89] push,congress
[89] congress,ban
[89] ban,assault

Top Word Pairs in Tweet in G9:
[94] low,hanging
[94] hanging,fruit
[94] fruit,93
[94] 93,democrats
[94] democrats,82
[94] 82,republicans
[94] republicans,favor
[94] favor,making
[94] making,private
[94] private,gun

Top Word Pairs in Tweet in G10:
[33] pew,research
[7] elonmusk,pew
[6] according,pew
[6] research,center
[5] screaser,elonmusk
[3] twitter,users
[3] charlesppierce,atrupar
[3] atrupar,gop
[3] gop,senatortimscott
[3] senatortimscott,lindseygrahamsc

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@repandybiggsaz
@numbersdelight
@repmtg
@crnathans
@sruhle
@sunny
@catturd2
@aclementswkrc
@ladybug08012018

Top Replied-To in G1:
@repandybiggsaz

Top Replied-To in G3:
@brandikruse

Top Replied-To in G5:
@housegop

Top Replied-To in G6:
@womanmancamarat
@housing_reform
@shanghaiselvage

Top Replied-To in G7:
@boogfinkelstein
@sampson_elaine

Top Replied-To in G8:
@intowncartoon

Top Replied-To in G9:
@sallybmccarty

Top Replied-To in G10:
@elonmusk
@screaser
@krause_kristof
@mclean177
@clausewitzian_
@charlesppierce
@lynnste16266956
@skyline991gt3
@norman77199847
@thatvoice28

Top Mentioned
Top Mentioned in Entire Graph:
@repandybiggsaz
@pewenvironment
@pewtrusts
@housegop
@forbes
@davenewworld_2
@aleshadalin
@theswprincess
@manmademoon
@peweurope

Top Mentioned in G1:
@repandybiggsaz
@founding_1776
@mi_st526
@rnarocroc

Top Mentioned in G2:
@aborderlife
@stigmabaseo
@dailyproperties
@miyakojima72815
@isaiahquintana_
@luisffaraj
@eliane342627511
@vsaswad
@libbyliberalnyc
@newsroomiba

Top Mentioned in G3:
@pewtrusts
@pewstates
@pewhealth
@pewenvironment
@deptofdefense
@angiemboyce
@us_fda
@aallyahpatrice
@unc_som

Top Mentioned in G4:
@pewenvironment
@peweurope
@wmuhq
@wto
@donabertarelli
@sueurahn
@pewstates
@faofish
@chrisfree14
@pcoust

Top Mentioned in G5:
@housegop
@repandybiggsaz

Top Mentioned in G6:
@forbes
@a_centrism
@cmclymer
@ambqingang
@egg_is_spicy
@rivkahrampant
@vinity2
@steve_ritter

Top Mentioned in G7:
@davenewworld_2
@mac75_bill
@unrulydragon
@lindyli
@gon2vt
@sampson_elaine

Top Mentioned in G8:
@theswprincess
@axios
@aleshadalin
@davenewworld_2

Top Mentioned in G9:
@aleshadalin
@housegop
@housedemocrats
@forbes
@davenewworld_2
@rossyfoot
@nopcog
@thomaskaine5

Top Mentioned in G10:
@elonmusk
@gop
@atrupar
@senatortimscott
@lindseygrahamsc
@twitter
@timrunshismouth
@screaser
@florencebarba1
@charlesppierce

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@odio_nao
@stigmabaseo
@falconhamada_90
@matiere
@rjber15
@_redfrog
@lucioquincioc
@vonrosenchild
@dgendvil

Top Tweeters in G1:
@nanaoxford
@hrothenb
@amyharlib
@wendydcoe
@sunnyek
@lauriemettier
@wantbighammer
@reneemccone
@patriotpromise2
@leesutton4

Top Tweeters in G2:
@knewz_currently
@stigmabaseo
@matiere
@jimmyroybloom
@libbyliberalnyc
@mrkalman
@drpatfarrell
@rhutthormer
@cobodo
@shehzadyounis

Top Tweeters in G3:
@rjber15
@dgendvil
@unlewis
@sexygirl798
@ajgma
@nancypeggy
@notacquiescing
@paulmick
@kirkmurphy
@jennykim

Top Tweeters in G4:
@_redfrog
@betzmyboyblue11
@suzanneinlgb
@annfinster
@shayne571
@watchdogsniffer
@zippydazipster
@apez140
@garychun
@whysharksmatter

Top Tweeters in G5:
@lucioquincioc
@qbankendy
@1portabella
@micropan44
@hoffan1234
@friedasmom7
@carolmariebensi
@patriciascrens1
@muizglenda
@sheaffer117

Top Tweeters in G6:
@behappyandcivil
@haolethai
@the_amponsa
@forbes
@doubleeagle49
@bwave77
@clandersen
@theashoksingh
@wolf_pak_memba
@kwekumasimol

Top Tweeters in G7:
@pollsstar
@sampson_elaine
@tanis42
@march4progress
@mdtoorder
@wavesofeuphoria
@grtseeker
@kimwillful
@charmaxhutt
@missjoy1965

Top Tweeters in G8:
@pqpolitics
@alaskarebel
@drdind
@gailwaldby
@juliebhunt
@goprapebuster
@lfkraus
@whtabtpineapple
@dummieyblondiey
@lauramcafee1

Top Tweeters in G9:
@rcrockett
@straitarrow10
@frackhazreveal
@leticia17922167
@islandlife2014
@ecorse1
@rob0349
@thomaskaine5
@dtsegs
@lopezresists

Top Tweeters in G10:
@amoneyresists
@charlesppierce
@theo_tj_jordan
@cotoblogzz
@atrupar
@burb_beer_dude
@adigaskell
@stevenjwhite
@davidlhagen
@timrunshismouth