pew research, Twitter, 5/12/2022 11:55:04 AM, 276145
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pew research_2022-05-11_18-37-04.xlsx
pew research_2022-05-11_18-37-04.xlsx
View an interactive version of this graph (experimental)
From:
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Uploaded on:
May 12, 2022
Short Description:
pew research via NodeXL https://bit.ly/3MaZVoX
@npr
@kylegriffin1
@pewtrusts
@supermajority
@pewstates
@cnn
@uberfacts
@pewenvironment
@opinion1532
@ap

Top hashtags:
#southernocean
#someoneyoulove
#worldtunaday
#mentalhealthawarenessmonth
#mothersday
#roevwade

Description:
Description
The graph represents a network of 8,673 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, 12 May 2022 at 01:42 UTC.

The requested start date was Thursday, 12 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 10-day, 17-hour, 18-minute period from Sunday, 01 May 2022 at 04:35 UTC to Wednesday, 11 May 2022 at 21:54 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 : 8673
Unique Edges : 3515
Edges With Duplicates : 12196
Total Edges : 15711
Number of Edge Types : 5
Replies to : 820
Tweet : 858
Retweet : 5624
MentionsInRetweet : 6418
Mentions : 1991
Self-Loops : 880
Reciprocated Vertex Pair Ratio : 0.006189419595936
Reciprocated Edge Ratio : 0.0123026926648097
Connected Components : 1089
Single-Vertex Connected Components : 486
Maximum Vertices in a Connected Component : 4042
Maximum Edges in a Connected Component : 9005
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.291478
Graph Density : 0.000114555797927402
Modularity : 0.541152
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,673 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, 12 May 2022 at 01:42 UTC.

The requested start date was Thursday, 12 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 10-day, 17-hour, 18-minute period from Sunday, 01 May 2022 at 04:35 UTC to Wednesday, 11 May 2022 at 21:54 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:
[68] https://www.cnn.com/2022/05/02/us/discrimination-latinos-pew-research-report/index.html
[47] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[42] https://www.pewresearch.org/fact-tank/2021/05/06/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases/
[18] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/
[14] https://www.pewresearch.org/politics/2019/08/29/u-s-public-continues-to-favor-legal-abortion-oppose-overturning-roe-v-wade/
[12] https://www.pewresearch.org/religion/fact-sheet/public-opinion-on-abortion/
[12] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability
[8] https://english.news.cn/20220510/9263190fb26444bfb3959ed500cac075/c.html
[8] https://www.pewresearch.org/fact-tank/2022/05/04/as-telework-continues-for-many-u-s-workers-no-sign-of-widespread-zoom-fatigue/

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.pewresearch.org/religion/fact-sheet/public-opinion-on-abortion/
[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/
[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 G3:
[46] https://www.cnn.com/2022/05/02/us/discrimination-latinos-pew-research-report/index.html
[8] https://www.pewresearch.org/fact-tank/2021/05/06/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases/
[7] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/
[5] https://www.pewresearch.org/religion/fact-sheet/public-opinion-on-abortion/
[4] https://www.pewresearch.org/fact-tank/2022/03/10/the-polarization-in-todays-congress-has-roots-that-go-back-decades/
[4] https://www.cnn.com/2022/05/02/us/discrimination-latinos-pew-research-report/index.html?utm_source=facebook&utm_medium=news_tab
[4] https://www.pewresearch.org/politics/2019/08/29/u-s-public-continues-to-favor-legal-abortion-oppose-overturning-roe-v-wade/
[4] https://www.pewresearch.org/fact-tank/2022/05/04/as-telework-continues-for-many-u-s-workers-no-sign-of-widespread-zoom-fatigue/
[4] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/
[4] https://www.inc.com/melissa-angell/working-from-home-worker-disconnect-pew-research.html

Top URLs in Tweet in G4:
[2] https://www.pewresearch.org/fact-tank/2022/03/10/the-polarization-in-todays-congress-has-roots-that-go-back-decades/
[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/
[1] https://www.nytimes.com/2022/04/30/opinion/twitter-elon-musk.html?smid=tw-share

Top URLs in Tweet in G5:
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability
[6] https://www.christianitytoday.com/news/2022/may/abortion-legal-evangelicals-supreme-court-pew-research.html?utm_source=twitter&utm_medium=post&utm_campaign=article
[5] 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
[5] https://www.deseret.com/2022/5/6/23058730/the-under-discussed-middle-ground-in-the-abortion-debate-pew-research-abortion-survey?utm_campaign=kelsey_dallas&utm_content=chorus&utm_medium=social&utm_source=twitter
[5] https://www.pewresearch.org/religion/2019/10/17/in-u-s-decline-of-christianity-continues-at-rapid-pace/
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/18/as-teen-mental-health-worsens-schools-learn-how-to-help
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/04/more-states-shield-against-rogue-abortion-prosecutions
[4] 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
[3] https://www.deseret.com/2022/5/6/23058730/the-under-discussed-middle-ground-in-the-abortion-debate-pew-research-abortion-survey?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/05/09/georgia-will-require-high-school-financial-literacy-course

Top URLs in Tweet in G6:
[4] https://www.cnn.com/2022/05/02/us/discrimination-latinos-pew-research-report/index.html
[2] https://trib.al/B7KAbIs
[2] https://www.cnn.com/2022/05/02/us/discrimination-latinos-pew-research-report/index.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://trib.al/12decj5
[1] https://www.pewresearch.org/social-trends/2021/10/05/rising-share-of-u-s-adults-are-living-without-a-spouse-or-partner/

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=_QBQyeJIocI

[1] https://www.pewresearch.org/religion/2016/09/28/4-very-few-americans-see-contraception-as-morally-wrong/
[1] https://www.pewresearch.org/politics/2021/06/30/behind-bidens-2020-victory/

Top URLs in Tweet in G8:
[2] https://www.pewresearch.org/fact-tank/2021/05/06/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases/
[1] https://www.pewresearch.org/religion/fact-sheet/public-opinion-on-abortion/
[1] https://www.pewresearch.org/politics/2019/08/29/u-s-public-continues-to-favor-legal-abortion-oppose-overturning-roe-v-wade/

Top URLs in Tweet in G10:
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/04/pews-gulf-of-mexico-projects-include-oyster-reef-restoration-seagrass-and-coral-conservation
[7] 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=___
[6] 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=___
[5] 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=___
[4] 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/2022/05/06/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/2022/04/13/new-penguin-research-shows-potential-overlap-between-foraging-areas-and-commercial-fishing?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[3] 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_eu&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[2] 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=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/25/new-england-lobster-and-crab-fishermen-slowly-move-to-adopt-whale-friendly-fishing-method?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_rightwhales____linkcard_&utm_term=___

Top Domains
Top Domains in Tweet in Entire Graph:
[301] pewtrusts.org
[296] pewresearch.org
[85] cnn.com
[76] twitter.com
[48] opindia.com
[32] forbes.com
[16] dy.si
[15] deseret.com
[14] christianitytoday.com
[13] trib.al

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

Top Domains in Tweet in G3:
[99] pewresearch.org
[55] cnn.com
[40] twitter.com
[36] pewtrusts.org
[14] forbes.com
[13] lahza-news.com
[5] businessinsider.com
[5] linkedin.com
[4] msn.com
[4] inc.com

Top Domains in Tweet in G4:
[3] pewresearch.org
[1] nytimes.com

Top Domains in Tweet in G5:
[177] pewtrusts.org
[18] pewresearch.org
[14] deseret.com
[9] christianitytoday.com
[4] twitter.com
[3] pew.org
[2] medium.com
[2] myworkdayjobs.com
[2] cnn.com
[1] issues.org

Top Domains in Tweet in G6:
[6] cnn.com
[3] trib.al
[1] pewresearch.org

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

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

Top Domains in Tweet in G10:
[77] pewtrusts.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[53] southernocean
[16] someoneyoulove
[15] worldtunaday
[13] mentalhealthawarenessmonth
[11] mothersday
[11] roevwade
[10] opioid
[9] mham
[9] islam
[9] china



Top Hashtags in Tweet in G1:
[1] codifyroe

Top Hashtags in Tweet in G3:
[6] roevwade
[6] usa
[6] russia
[5] menace
[5] conflit
[5] guerre
[5] pewresearch
[5] europe
[3] business
[3] smartnews

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

Top Hashtags in Tweet in G6:
[1] genx

Top Hashtags in Tweet in G7:
[3] someoneyoulove

Top Hashtags in Tweet in G9:
[1] war
[1] putin

Top Hashtags in Tweet in G10:
[53] southernocean
[15] worldtunaday
[7] mothersday
[3] transshipment
[3] iuu
[3] penguins
[2] bluecarbon
[2] callonccamlr
[2] stopfundingoverfishing
[1] gomcon

Top Words
Top Words in Tweet in Entire Graph:
[5325] pew
[5322] research
[3487] abortion
[2401] americans
[2269] cases
[1949] npr
[1752] according
[1645] 37
[1532] protestants
[1406] believe

Top Words in Tweet in G1:
[1859] npr
[1859] abortion
[1438] protestants
[1156] pew
[1153] research
[1141] cases
[1140] americans
[1139] according
[1136] center's
[1136] polls

Top Words in Tweet in G2:
[664] pew
[664] research
[651] keenand__
[645] agama
[644] penelitian
[641] indonesia
[639] kristen
[639] kelompok
[638] menurut
[638] 2016

Top Words in Tweet in G3:
[469] pew
[446] research
[244] center
[129] abortion
[107] latinos
[94] americans
[77] according
[74] more
[58] adults
[56] cases

Top Words in Tweet in G4:
[868] believe
[456] pew
[456] research
[453] abortion
[445] cases
[444] americans
[444] 37
[439] kylegriffin1
[434] march
[434] 61

Top Words in Tweet in G5:
[142] pewtrusts
[103] health
[87] states
[77] mental
[71] pewstates
[69] research
[63] suicide
[62] those
[60] pew
[57] risk

Top Words in Tweet in G6:
[491] latinos
[161] discrimination
[160] united
[160] states
[160] darker
[160] skin
[160] experiencing
[160] fellow
[160] non
[159] nearly

Top Words in Tweet in G7:
[184] pew
[181] research
[176] believe
[176] abortion
[175] americans
[174] cases
[174] 2021
[173] legal
[171] 59
[164] supreme

Top Words in Tweet in G8:
[166] pew
[166] research
[159] msnbc
[155] americans
[153] ce06799
[151] believe
[151] polls
[148] polling
[148] 67
[148] age

Top Words in Tweet in G9:
[314] antisemitismo
[158] pew
[158] research
[158] center
[157] nazismo
[157] ecco
[157] bella
[157] statistica
[157] l'ucraina
[157] livello

Top Words in Tweet in G10:
[175] pewenvironment
[119] ocean
[61] protected
[60] marine
[53] #southernocean
[47] climate
[45] global
[39] whales
[35] protecting
[35] healthy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5162] pew,research
[1602] according,pew
[1241] americans,abortion
[1204] illegal,cases
[1196] abortion,illegal
[1182] research,center's
[1175] research,center
[1171] center's,polls
[1171] polls,37
[1171] 37,americans

Top Word Pairs in Tweet in G1:
[1153] pew,research
[1139] according,pew
[1136] research,center's
[1136] center's,polls
[1136] polls,37
[1136] 37,americans
[1136] americans,abortion
[1136] abortion,illegal
[1136] illegal,cases
[1136] cases,bigger

Top Word Pairs in Tweet in G2:
[664] pew,research
[641] penelitian,pew
[637] tahun,2016
[636] menarik,menurut
[636] menurut,penelitian
[636] research,tahun
[636] 2016,kristen
[636] kristen,menjadi
[636] menjadi,kelompok
[636] kelompok,agama

Top Word Pairs in Tweet in G3:
[424] pew,research
[243] research,center
[51] according,pew
[35] discriminated,against
[35] against,latinos
[35] abortion,legal
[33] latinos,discriminated
[33] latinos,much
[33] much,others
[29] legal,cases

Top Word Pairs in Tweet in G4:
[456] pew,research
[438] kylegriffin1,pew
[434] research,march
[434] march,61
[434] 61,americans
[434] americans,believe
[434] believe,abortion
[434] abortion,legal
[434] legal,cases
[434] cases,37

Top Word Pairs in Tweet in G5:
[74] mental,health
[55] suicide,risk
[46] pew,research
[45] health,awareness
[45] awareness,month
[45] month,reminder
[45] reminder,hospitals
[45] hospitals,reduce
[45] reduce,suicide
[45] risk,screening

Top Word Pairs in Tweet in G6:
[160] latinos,united
[160] united,states
[160] states,darker
[160] darker,skin
[160] skin,experiencing
[160] experiencing,discrimination
[160] discrimination,fellow
[160] fellow,latinos
[160] latinos,non
[160] non,latinos

Top Word Pairs in Tweet in G7:
[181] pew,research
[173] americans,believe
[173] believe,abortion
[173] abortion,legal
[173] legal,cases
[171] 59,americans
[170] cases,pew
[170] research,2021
[164] 2021,supreme
[164] supreme,court

Top Word Pairs in Tweet in G8:
[166] pew,research
[153] ce06799,msnbc
[150] msnbc,pew
[148] research,polling
[148] polling,67
[148] 67,age
[148] age,18
[148] 18,29
[148] 29,believe
[148] believe,roe

Top Word Pairs in Tweet in G9:
[158] pew,research
[158] research,center
[157] nazismo,antisemitismo
[157] antisemitismo,ecco
[157] ecco,bella
[157] bella,statistica
[157] statistica,pew
[157] center,l'ucraina
[157] l'ucraina,livello
[157] livello,antisemitismo

Top Word Pairs in Tweet in G10:
[36] global,ocean
[33] benefit,protected
[33] protected,biological
[33] biological,corridors
[33] corridors,ocean
[33] sharks,whales
[33] whales,rays
[33] rays,turtles
[32] ocean,sharks
[30] pewenvironment,benefit

Top Replied-To
Top Replied-To in Entire Graph:
@npr
@sembiringdalton
@ricandad81
@foxnews
@gabrielagaby_29
@jim_jordan
@downtownreader
@ramansour
@littlehistoria3
@waitbutwhy

Top Replied-To in G1:
@npr
@bleednred1

Top Replied-To in G2:
@sembiringdalton
@keenand__
@arhcha
@pftee
@christiebrian
@byandalamberita
@gumpnhell
@idthalamus
@callmeleraa
@rezaaliakbar

Top Replied-To in G4:
@kylegriffin1
@bcarligoblue
@pollypa42774377

Top Replied-To in G5:
@dkthomp
@alliekmiller
@nicolechavz

Top Replied-To in G6:
@justbreathe0507
@katjoy1974
@cnni
@elizamccarthy7
@ubulxan

Top Replied-To in G7:
@turbulentsci
@pattism55341379
@tzipshmil
@sxmurbanview

Top Replied-To in G8:
@ce06799
@juliopo49660764
@msnbc
@shitpostershawn
@1foreverseeking
@maryfusillo

Top Replied-To in G9:
@perfectko2

Top Mentioned
Top Mentioned in Entire Graph:
@npr
@keenand__
@kylegriffin1
@pewenvironment
@supermajority
@msnbc
@yoshiirai
@ce06799
@enigmaxiom
@pewtrusts

Top Mentioned in G1:
@npr
@bruno_j_navarro

Top Mentioned in G2:
@keenand__
@hguyandi
@christiebrian
@ardi_tama1
@ben__widodo
@kahfi_adlan
@idthalamus
@honjawolf
@dikdasmenppmuh
@bengsgkt

Top Mentioned in G3:
@incomewebsites5
@fouadboussetta
@jellenscott
@isaiahquintana_
@ivbaoshi
@mrcraftmaster
@stigmabaseo

Top Mentioned in G4:
@kylegriffin1
@npr
@vegasbucks
@pollypa42774377
@bellamax12
@annemariehams

Top Mentioned in G5:
@pewtrusts
@pewstates
@pewhealth
@pewresearch
@meltemodabas
@kelsey_dallas
@saveantibiotics
@sueurahn
@christinevestal
@mattvas

Top Mentioned in G6:
@cnn
@cnni
@npr
@davidafrench
@reliablesources
@ketch
@natsechobbyist
@david_gergen
@accooper
@dafnalinzer

Top Mentioned in G7:
@supermajority
@plymnindivisibl
@npr
@kylegriffin1
@elienyc
@browardprogress
@june_seattle
@am_mccarthy
@truthseeker2u
@tzipshmil

Top Mentioned in G8:
@msnbc
@ce06799
@enigmaxiom
@npr
@maddowblog
@mitchellreports
@ryanmcc1
@deorygun
@kylegriffin1
@supermajority

Top Mentioned in G9:
@yoshiirai

Top Mentioned in G10:
@pewenvironment
@donabertarelli
@p
@pcousteau
@ashlancousteau
@peweurope
@pcoust
@smcbreen
@faofish
@deptofdefense

Top Tweeters
Top Tweeters in Entire Graph:
@animalsholbox
@missb62
@yoshiki7111
@yuuji_k1
@mistersalesman
@stigmabaseo
@andyvermaut
@falconhamada_90
@natransversal
@monicasloves

Top Tweeters in G1:
@betterw05759703
@katcapps
@akuma_river
@paxnostrum
@lavenderblue27
@morgfair
@straitarrow10
@sexygirl798
@fieryreddragon
@sallyagale

Top Tweeters in G2:
@apreiskagilang
@snowangja
@77bayoe
@lizaariani5
@oojiley
@yoyoksubandriy3
@nuridaaa13
@sourserli
@zonevenomwar
@orangjaktim

Top Tweeters in G3:
@yoshiki7111
@mistersalesman
@stigmabaseo
@andyvermaut
@stigmabase
@yasu_yasuno_sa
@lucas_wyrsch
@businessinsider
@npsusa
@swissbusiness

Top Tweeters in G4:
@missb62
@cagney1991
@inspiteoftrump
@jrbkjrbk
@ami_tvdfan
@bethsinniresist
@kimpy123
@alllwftopic
@dovewoman1
@beverlyfolkers

Top Tweeters in G5:
@dgendvil
@frackhazreveal
@vmbritsch
@persistentpengn
@paulmick
@suzanneinlgb
@walkerdl
@jennykim
@tbluvoter
@socratic1

Top Tweeters in G6:
@yuuji_k1
@5fec93919a544d3
@real_infinity95
@govsherazkhan
@princessbibirf_
@purplegarter1
@ikateufel
@granny_st
@africaupdates
@terryg1979

Top Tweeters in G7:
@7b73f39b85e1415
@joni_looking
@joepranaitis
@chilhon2016lap
@cathleenkucz
@vimontoceane
@sandykalano
@runpattirun
@iamjoetrudeau
@karoli

Top Tweeters in G8:
@yolie_rios
@dominica_mora
@drhoctor2
@suki3hunna
@gigicmka
@pineywoozle
@knight_rene
@cowgirlup1a
@godliveshere206
@rescuesdogz

Top Tweeters in G9:
@smilypapiking
@alvisiconci
@bomprezzimarco
@apavo75
@cardelliac
@messorina52
@sardo1951
@angela23763271
@arcanodavvero
@fuffaforte

Top Tweeters in G10:
@_redfrog
@blubdha
@kirkmurphy
@bquest_shipsco_
@hullfair
@timg33
@deborahskyrim
@audiblevideo
@solhog
@farrellhamann


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