pew research, Twitter, 5/19/2022 1:58:40 AM, 276584


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pew research_2022-05-18_18-37-04.xlsx
pew research_2022-05-18_18-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
pew research via NodeXL https://bit.ly/3lmnteK
@npr
@repandybiggsaz
@pewtrusts
@benjaminbaca7
@kylegriffin1
@therealgloria
@suzecat52
@tbluvoter
@pewresearch
@pewenvironment

Top hashtags:
#bidenflation
#southernocean
#inflation
#opioid
#mothersday

Description:
Description
The graph represents a network of 8,415 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, 19 May 2022 at 01:42 UTC.

The requested start date was Thursday, 19 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 12-day, 7-hour, 58-minute period from Friday, 06 May 2022 at 14:00 UTC to Wednesday, 18 May 2022 at 21:58 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 : 8415
Unique Edges : 2568
Edges With Duplicates : 12628
Total Edges : 15196
Number of Edge Types : 5
Retweet : 5800
MentionsInRetweet : 6100
Tweet : 782
Mentions : 1774
Replies to : 740
Self-Loops : 806
Reciprocated Vertex Pair Ratio : 0.00646224024328434
Reciprocated Edge Ratio : 0.0128414956565529
Connected Components : 1000
Single-Vertex Connected Components : 405
Maximum Vertices in a Connected Component : 5091
Maximum Edges in a Connected Component : 10840
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.208779
Graph Density : 0.000112183228557898
Modularity : 0.508456
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,415 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, 19 May 2022 at 01:42 UTC.

The requested start date was Thursday, 19 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 12-day, 7-hour, 58-minute period from Friday, 06 May 2022 at 14:00 UTC to Wednesday, 18 May 2022 at 21:58 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:
[51] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[21] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/
[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/
[10] https://www.pewresearch.org/fact-tank/2022/05/04/as-telework-continues-for-many-u-s-workers-no-sign-of-widespread-zoom-fatigue/
[9] 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
[9] https://www.cnbc.com/2022/02/09/why-there-arent-enough-policies-to-help-the-middle-class.html?__source=twitter|main
[9] https://english.news.cn/20220510/9263190fb26444bfb3959ed500cac075/c.html
[8] https://www.pewresearch.org/politics/2022/03/03/the-changing-political-geography-of-covid-19-over-the-last-two-years/
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/10/immigrant-communities-push-for-more-non-english-ballots
[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/

Top URLs in Tweet in G1:
[1] https://trib.al/6zhDFoe
[1] https://trib.al/uQC0XgS
[1] https://trib.al/F1LiX9h
[1] https://www.pewresearch.org/fact-tank/2021/07/23/on-climate-change-republicans-are-open-to-some-policy-approaches-even-as-they-assign-the-issue-low-priority/
[1] https://twitter.com/capehatterasnps/status/1524093024300634114
[1] https://www.forbes.com/sites/alisondurkee/2022/04/01/more-americans-support-15-week-abortion-ban-but-dont-want-stricter-restrictions-poll-finds/?sh=1faaebf0bf5b
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/

Top URLs in Tweet in G2:
[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 G3:
[1] https://www.pewresearch.org/fact-tank/2021/05/06/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases/

Top URLs in Tweet in G4:
[11] https://www.pewresearch.org/fact-tank/2022/05/12/by-a-wide-margin-americans-view-inflation-as-the-top-problem-facing-the-country-today/
[6] https://www.pewresearch.org/fact-tank/2022/05/04/as-telework-continues-for-many-u-s-workers-no-sign-of-widespread-zoom-fatigue/
[6] https://www.pewresearch.org/fact-tank/2022/05/13/support-for-more-regulation-of-tech-companies-has-declined-in-u-s-especially-among-republicans/
[5] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/
[5] https://www.pewresearch.org/fact-tank/2022/05/05/10-facts-about-americans-and-twitter/
[4] https://www.inc.com/melissa-angell/working-from-home-worker-disconnect-pew-research.html
[4] https://www.pewresearch.org/politics/2022/03/03/the-changing-political-geography-of-covid-19-over-the-last-two-years/
[4] https://afro.com/eid-al-fitr-celebrations-close-out-month-of-ramadan-for-those-of-muslim-faith/
[4] https://www.theverge.com/2022/5/18/23076508/big-tech-censorship-twitter-facebook-social-media-pew-research?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.pewresearch.org/fact-tank/2022/05/02/latinos-experience-discrimination-from-other-latinos-about-as-much-as-from-non-latinos/

Top URLs in Tweet in G5:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/02/the-deep-ocean-is-essential-for-life-on-earth-but-it-is-under-threat
[4] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2014/fiscal-50?utm_campaign=financeandeconomy_sfh________&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_recessionrecovery_map&utm_term=knowledgegap#ind10
[4] 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=fb-li-tw_atfguest&utm_medium=social&utm_content=podcast_oceanthemetwo____quotetile_&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
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/09/georgia-will-require-high-school-financial-literacy-course
[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/blogs/stateline/2022/05/16/teens-period-poverty-activism-has-stirred-lawmakers-to-action
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/13/personal-income-rose-in-2021-but-growth-varied-by-state
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/11/veterans-finding-solace-outdoors-urge-congress-to-pass-conservation-bills

Top URLs in Tweet in G6:
[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=___
[6] 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=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/25/cousteau-legacy-continues-with-southern-ocean-advocacy?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_paso____linkcard_&utm_term=___
[4] 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=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/09/governments-should-agree-on-international-transshipment-guidelines?utm_campaign=conservation_intf_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/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=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/07/ending-harmful-subsidies-could-increase-amount-of-fish-in-the-ocean-research-shows?utm_campaign=conservation_rhfs_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/2022/04/25/cousteau-legacy-continues-with-southern-ocean-advocacy?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_paso____linkcard_&utm_term=___
[3] 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=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/06/how-the-military-works-with-local-communities-to-combat-climate-change?utm_campaign=trends_uso_oceans__opp2022_p2____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G9:
[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.axios.com/2022/05/12/americans-views-on-abortion-religion?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-roereligion
[1] https://www.axios.com/2022/05/06/polling-abortion-roe-wade-providers-scotus

Top URLs in Tweet in G10:
[9] https://english.news.cn/20220510/9263190fb26444bfb3959ed500cac075/c.html
[3] 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://english.news.cn/20220513/366ea8ce53b948bc9f7fa5a978e01f83/c.html
[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
[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.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/?sh=1e1952f467e3

Top Domains
Top Domains in Tweet in Entire Graph:
[311] pewtrusts.org
[274] pewresearch.org
[76] twitter.com
[55] opindia.com
[20] theverge.com
[18] deseret.com
[17] dy.si
[16] christianitytoday.com
[12] news.cn
[12] forbes.com

Top Domains in Tweet in G1:
[3] trib.al
[2] pewresearch.org
[1] twitter.com
[1] forbes.com

Top Domains in Tweet in G2:
[2] pewresearch.org
[1] foxnews.com

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

Top Domains in Tweet in G4:
[108] pewresearch.org
[39] pewtrusts.org
[35] twitter.com
[9] linkedin.com
[7] theverge.com
[5] inc.com
[5] davidjeremiah.org
[4] christianitytoday.com
[4] businessinsider.com
[4] msn.com

Top Domains in Tweet in G5:
[170] pewtrusts.org
[5] pew.org
[1] 4.digital
[1] 5.data
[1] scientificamerican.com

Top Domains in Tweet in G6:
[84] pewtrusts.org
[1] twitter.com

Top Domains in Tweet in G9:
[4] pewresearch.org
[2] axios.com

Top Domains in Tweet in G10:
[10] news.cn
[9] forbes.com
[1] gov.cn

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[149] bidenflation
[36] southernocean
[13] inflation
[13] opioid
[11] mothersday
[10] mentalhealthawarenessmonth
[10] someoneyoulove
[9] mham
[9] investinyou
[8] stopfundingoverfishing



Top Hashtags in Tweet in G1:
[1] codifyroe

Top Hashtags in Tweet in G2:
[1] foxnews
[1] andybiggs
[1] gopcrimecartel
[1] gopcorruption

Top Hashtags in Tweet in G4:
[8] inflation
[4] blackmuslims
[4] africanamericanmuslims
[3] abortion
[3] racism
[3] remotework
[3] business
[3] immigration
[2] news
[2] votebluetoprotectwomen

Top Hashtags in Tweet in G5:
[13] opioid
[10] mentalhealthawarenessmonth
[9] mham
[5] philadelphians
[5] cysticfibrosis
[5] antibiotic
[4] mothersday
[4] pasteur
[3] philly
[3] covid19

Top Hashtags in Tweet in G6:
[36] southernocean
[8] stopfundingoverfishing
[7] mothersday
[3] transshipment
[3] gomcon
[3] mc12
[3] iuu
[2] womeninmaritimeday
[2] iattc
[1] bluecarbon

Top Hashtags in Tweet in G7:
[144] bidenflation
[1] republicansarenazis

Top Hashtags in Tweet in G9:
[1] guncontrolnow
[1] banassaultweapons
[1] wtpblue
[1] rabbithole

Top Words
Top Words in Tweet in Entire Graph:
[5520] pew
[5498] research
[3685] americans
[3139] abortion
[2021] cases
[1969] according
[1938] npr
[1677] 37
[1601] poll
[1559] 70

Top Words in Tweet in G1:
[1883] npr
[1881] abortion
[1478] protestants
[1159] pew
[1156] research
[1144] cases
[1142] according
[1142] americans
[1139] center's
[1139] polls

Top Words in Tweet in G2:
[1190] research
[1189] pew
[1189] americans
[1184] poll
[1182] shows
[1180] inflation
[1179] 70
[1179] biggest
[1178] repandybiggsaz
[1175] view

Top Words in Tweet in G3:
[874] believe
[455] abortion
[454] pew
[451] research
[447] cases
[446] americans
[446] 37
[437] march
[437] 61
[437] legal

Top Words in Tweet in G4:
[410] pew
[390] research
[225] center
[109] americans
[89] abortion
[78] more
[76] according
[62] survey
[48] cases
[44] people

Top Words in Tweet in G5:
[157] pewtrusts
[130] health
[93] mental
[89] pewstates
[78] those
[69] suicide
[69] states
[68] hospitals
[68] risk
[65] patients

Top Words in Tweet in G6:
[155] pewenvironment
[134] ocean
[60] protected
[55] peweurope
[49] benefit
[48] fish
[46] biological
[46] corridors
[46] sharks
[46] whales

Top Words in Tweet in G7:
[163] americans
[162] 70
[162] pew
[162] research
[162] poll
[145] believe
[145] very
[145] big
[145] problem
[145] according

Top Words in Tweet in G8:
[141] pew
[141] research
[141] abortion
[141] cases
[140] 61
[140] legal
[140] according
[139] adults
[139] data
[138] uberfacts

Top Words in Tweet in G9:
[174] assault
[102] support
[89] theswprincess
[88] ban
[88] style
[88] weapons
[88] public
[87] former
[87] president
[87] ronald

Top Words in Tweet in G10:
[110] forbes
[65] adults
[53] china
[51] ambqingang
[51] interview
[50] took
[50] economic
[50] trade
[50] ties
[50] issues

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5344] pew,research
[1753] according,pew
[1498] 70,americans
[1432] research,poll
[1344] inflation,biggest
[1293] view,inflation
[1271] americans,view
[1216] poll,shows
[1209] repandybiggsaz,pew
[1205] shows,around

Top Word Pairs in Tweet in G1:
[1156] pew,research
[1142] according,pew
[1139] research,center's
[1139] center's,polls
[1139] polls,37
[1139] 37,americans
[1139] americans,abortion
[1139] abortion,illegal
[1139] illegal,cases
[1139] cases,bigger

Top Word Pairs in Tweet in G2:
[1189] pew,research
[1181] research,poll
[1181] poll,shows
[1179] 70,americans
[1179] inflation,biggest
[1178] repandybiggsaz,pew
[1175] americans,view
[1174] shows,around
[1174] around,70
[1174] view,inflation

Top Word Pairs in Tweet in G3:
[451] pew,research
[437] research,march
[437] march,61
[437] 61,americans
[437] americans,believe
[437] believe,abortion
[437] abortion,legal
[437] legal,cases
[437] cases,37
[437] 37,believe

Top Word Pairs in Tweet in G4:
[371] pew,research
[225] research,center
[48] according,pew
[27] pew,charitable
[27] charitable,trusts
[25] abortion,legal
[25] legal,cases
[24] center,survey
[14] americans,believe
[14] survey,conducted

Top Word Pairs in Tweet in G5:
[93] mental,health
[66] suicide,risk
[60] risk,screening
[58] health,awareness
[58] awareness,month
[58] month,reminder
[58] reminder,hospitals
[58] hospitals,reduce
[58] reduce,suicide
[58] screening,patients

Top Word Pairs in Tweet in G6:
[46] benefit,protected
[46] protected,biological
[46] biological,corridors
[46] corridors,ocean
[46] ocean,sharks
[46] sharks,whales
[46] whales,rays
[46] rays,turtles
[29] fish,populations
[28] pewenvironment,benefit

Top Word Pairs in Tweet in G7:
[162] 70,americans
[162] pew,research
[162] research,poll
[145] americans,believe
[145] very,big
[145] big,problem
[145] problem,according
[145] according,pew
[144] housegop,70
[144] believe,#bidenflation

Top Word Pairs in Tweet in G8:
[141] pew,research
[140] abortion,legal
[140] legal,cases
[140] according,pew
[139] 61,adults
[139] adults,abortion
[139] cases,according
[139] research,data
[138] uberfacts,61

Top Word Pairs in Tweet in G9:
[88] assault,style
[88] style,weapons
[87] former,president
[87] president,ronald
[87] ronald,reagan
[87] reagan,helped
[87] helped,push
[87] push,congress
[87] congress,ban
[87] ban,assault

Top Word Pairs in Tweet in G10:
[50] took,interview
[50] interview,forbes
[50] forbes,china
[50] china,economic
[50] economic,trade
[50] trade,ties
[50] ties,issues
[50] issues,transcript
[49] ambqingang,took
[49] transcript,intervi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@npr
@repandybiggsaz
@kylegriffin1
@pewtrusts
@pewenvironment
@housegop
@uberfacts
@forbes
@theswprincess
@pewstates

Top Mentioned in G1:
@npr
@bruno_j_navarro

Top Mentioned in G2:
@repandybiggsaz
@robert_aderholt
@founding_1776
@mi_st526
@rnarocroc
@repbarrymoore

Top Mentioned in G3:
@kylegriffin1
@npr
@browardprogress

Top Mentioned in G4:
@stigmabaseo
@mrcraftmaster
@incomewebsites5
@aborderlife
@cotoblogzz
@dailyproperties
@miyakojima72815

Top Mentioned in G5:
@pewtrusts
@pewstates
@pewhealth
@deptofdefense
@saveantibiotics
@pewenvironment
@angiemboyce
@npr
@unc_som

Top Mentioned in G6:
@pewenvironment
@peweurope
@donabertarelli
@wto
@pcousteau
@ashlancousteau
@p
@faofish
@wmuhq
@chrisfree14

Top Mentioned in G7:
@housegop
@repandybiggsaz

Top Mentioned in G8:
@uberfacts
@kylegriffin1
@npr

Top Mentioned in G9:
@theswprincess
@shoathree
@axios
@orianabelike
@npr
@trisresists

Top Mentioned in G10:
@forbes
@ambqingang
@xhnews
@npr
@kylegriffin1
@juanyong_jy

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@knewz_currently
@yoshiki7111
@stigmabaseo
@falconhamada_90
@matiere
@cagney1991
@7b73f39b85e1415
@diraholanda
@serendipitysays

Top Tweeters in G1:
@lechatnoire4
@givemepie360
@govsherazkhan
@betterw05759703
@katcapps
@akuma_river
@paxnostrum
@princessbibirf_
@lavenderblue27
@morgfair

Top Tweeters in G2:
@all435reps
@nanaoxford
@hrothenb
@amyharlib
@wendydcoe
@sunnyek
@lauriemettier
@wantbighammer
@reneemccone
@patriotpromise2

Top Tweeters in G3:
@missb62
@cagney1991
@inspiteoftrump
@jrbkjrbk
@ami_tvdfan
@bethsinniresist
@kimpy123
@alllwftopic
@dovewoman1
@beverlyfolkers

Top Tweeters in G4:
@knewz_currently
@yoshiki7111
@stigmabaseo
@matiere
@businessinsider
@npsusa
@mrkalman
@drpatfarrell
@summer7570
@cobodo

Top Tweeters in G5:
@rjber15
@dgendvil
@unlewis
@sexygirl798
@ajgma
@vmbritsch
@notacquiescing
@suzanneinlgb
@kirkmurphy
@jennykim

Top Tweeters in G6:
@_redfrog
@annfinster
@zippydazipster
@hullfair
@timg33
@garychun
@jhdjane
@deborahskyrim
@srzjwalters
@craykain

Top Tweeters in G7:
@lucioquincioc
@qbankendy
@micropan44
@hoffan1234
@friedasmom7
@carolmariebensi
@patriciascrens1
@muizglenda
@sheaffer117
@patricktrooney

Top Tweeters in G8:
@muzikscribe
@dollaroyale
@lexsticy
@wep1985
@uberfacts
@smangst
@jafander
@m2c_boomque
@hypnoticomg
@moonrvcks

Top Tweeters in G9:
@micjojd
@new_narrative
@pqpolitics
@alaskarebel
@drdind
@goprapebuster
@lfkraus
@whtabtpineapple
@dummieyblondiey
@waldograce

Top Tweeters in G10:
@diraholanda
@the_amponsa
@haolethai
@forbes
@wong52
@clandersen
@theashoksingh
@wolf_pak_memba
@kwekumasimol
@fchaumac_chau