pew research, Twitter, 12/3/2020 1:57:59 PM, 242610


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pew research_2020-12-02_19-07-56.xlsx
pew research_2020-12-02_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 03, 2020
Short Description:
pew research via NodeXL https://bit.ly/3qnqnBm
@pewtrusts
@pewenvironment
@peweurope
@pewstates
@newsmuslimah
@saveantibiotics
@pewhealth
@carrollforme
@onefatcatsmom
@pewglobal

Top hashtags:
#minoritiesinfascistindia
#endoverfishing
#antibiotics
#antibiotic
#mpa

Description:
Description
The graph represents a network of 4,697 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, 03 December 2020 at 03:12 UTC.

The requested start date was Thursday, 03 December 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, 45-minute period from Thursday, 19 November 2020 at 01:01 UTC to Wednesday, 02 December 2020 at 04:47 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 : 4697
Unique Edges : 2332
Edges With Duplicates : 5616
Total Edges : 7948
Number of Edge Types : 5
Replies to : 512
Retweet : 2513
MentionsInRetweet : 2700
Tweet : 801
Mentions : 1422
Self-Loops : 828
Reciprocated Vertex Pair Ratio : 0.0120767227089747
Reciprocated Edge Ratio : 0.0238652316331306
Connected Components : 879
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 897
Maximum Edges in a Connected Component : 2382
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.87014
Graph Density : 0.000193769701128597
Modularity : 0.551961
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,697 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, 03 December 2020 at 03:12 UTC.

The requested start date was Thursday, 03 December 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, 45-minute period from Thursday, 19 November 2020 at 01:01 UTC to Wednesday, 02 December 2020 at 04:47 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:
[80] https://www.theneweuropean.co.uk/brexit-news/westminster-news/pew-research-centre-poll-finds-strong-eu-support-in-uk-6354596
[43] https://www.pewresearch.org/fact-tank/2020/11/19/the-trump-era-has-seen-a-decline-in-americas-global-reputation/
[22] http://22.In
[22] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/west-coast-states-should-stop-seabed-mining-before-it-starts?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[18] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/23/public-transit-battered-by-pandemic-triumphs-at-ballot-box
[18] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/24/biden-likely-to-help-states-increase-health-care-access
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/06/22/black-professionals-miss-out-on-recent-job-gains
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/20/election-disinformation-fears-came-true-for-state-officials?utm_campaign=2020-11-23+SW&utm_medium=email&utm_source=Pew
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/20/if-scientists-dont-develop-new-antibiotics-soon-well-all-be-in-a-lot-of-trouble
[12] https://www.pewresearch.org/fact-tank/2020/11/19/the-trump-era-has-seen-a-decline-in-americas-global-reputation/?utm_source=Pew+Research+Center&utm_campaign=f4edc62314-Weekly_2020_11_21&utm_medium=email&utm_term=0_3e953b9b70-f4edc62314-399785829

Top URLs in Tweet in G1:
[19] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/west-coast-states-should-stop-seabed-mining-before-it-starts?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[18] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/24/biden-likely-to-help-states-increase-health-care-access
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/11/23/public-transit-battered-by-pandemic-triumphs-at-ballot-box
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/20/if-scientists-dont-develop-new-antibiotics-soon-well-all-be-in-a-lot-of-trouble
[11] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband
[9] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/antibiotic-resistant-bacteria-is-a-growing-threat
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/03/outreach-from-borrowers-could-overwhelm-student-loan-system-when-pandemic-pauses-end?utm_campaign=communities_stdl_highereducation__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=article_repaymentcrisis____linkcard_&utm_term=___cta
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/30/how-much-broadband-speed-do-americans-need
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/10/nearly-all-states-suffer-declines-in-education-jobs
[4] 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=___

Top URLs in Tweet in G2:
[6] https://www.theneweuropean.co.uk/brexit-news/westminster-news/pew-research-centre-poll-finds-strong-eu-support-in-uk-6354596
[5] https://www.pewresearch.org/fact-tank/2020/11/13/america-is-exceptional-in-the-nature-of-its-political-divide/
[5] https://www.pewresearch.org/fact-tank/2020/11/19/the-trump-era-has-seen-a-decline-in-americas-global-reputation/
[4] https://www.ucanews.com/news/asia-worst-for-state-restrictions-on-religion/90321
[4] https://ucanews.simplecast.com/episodes/ucanewsthisweek20112020
[4] https://www.pewresearch.org/fact-tank/2020/11/24/so-far-trump-has-granted-clemency-less-frequently-than-any-president-in-modern-history/
[4] https://www.pewsocialtrends.org/2020/08/20/nearly-half-of-u-s-adults-say-dating-has-gotten-harder-for-most-people-in-the-last-10-years/
[3] https://www.pewresearch.org/politics/2020/11/20/sharp-divisions-on-vote-counts-as-biden-gets-high-marks-for-his-post-election-conduct/
[3] https://spectrumlocalnews.com/share/nc/charlotte/news/2020/11/21/improving-political-discourse-in-an-increasingly-polarized-america?cid=id-app15_m-share_s-web_cmp-app_launch_august2020_c-producer_posts_po-organic
[3] https://www.pewresearch.org/fact-tank/2020/11/30/nato-seen-in-a-positive-light-by-many-across-10-member-states/

Top URLs in Tweet in G4:
[4] https://www.express.co.uk/news/politics/1362051/guy-verhofstadt-twitter-brexit-news-latest-uk-rejoin-EU-Pew-Research-Centre-poll-europe
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/02/eu-fisheries-management-still-not-in-line-with-scientific-advice-despite-2020-deadline?utm_campaign=conservation_eone________&utm_source=twitter_eu&utm_medium=social&utm_content=article_actionoverdue____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/09/in-setting-2021-catch-limits-european-fisheries-ministers-should-heed-science
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/02/eu-fisheries-management-still-not-in-line-with-scientific-advice-despite-2020-deadline
[1] https://twitter.com/EUauditors/status/1331917540356972544
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/29/to-slow-decline-of-western-atlantic-bluefin-tuna-fishery-managers-must-lower-quota?utm_campaign=conservation_intf_oceans_tuna______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=__iccat_
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/whats-next-for-european-fisheries?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_sustainabilityleader____video_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/10/seychelles-champions-coastal-wetlands-in-climate-commitments?utm_campaign=conservation_cwcr_oceans_seagrass______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/18/10-reasons-european-governments-must-act-promptly-to-end-overfishing?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_balancedbenefits____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/02/eu-fisheries-management-still-not-in-line-with-scientific-advice-despite-2020-deadline?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_followscience____video_&utm_term=___

Top URLs in Tweet in G5:
[8] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/west-coast-states-should-stop-seabed-mining-before-it-starts?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/10/seychelles-champions-coastal-wetlands-in-climate-commitments?utm_campaign=conservation_cwcr_oceans_seagrass______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/10/29/to-slow-decline-of-western-atlantic-bluefin-tuna-fishery-managers-must-lower-quota?utm_campaign=conservation_intf_oceans_tuna______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=__iccat_
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2016/05/31/birch-trees-provide-a-sweet-sustainable-business-in-canadas-boreal-forest?utm_campaign=conservation_ibc_land_borealforest______&utm_source=twitter_environment&utm_medium=social&utm_content=article_indigenouslead____photo_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/west-coast-states-should-stop-seabed-mining-before-it-starts?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/23/tuna-fishing-oversight-body-should-advance-adoption-of-electronic-monitoring?utm_campaign=conservation_intf_oceans_tuna______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=__iccat_
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/11/20/inside-the-plan-to-protect-north-carolinas-coastal-habitat?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/06/08/governments-should-act-to-end-harmful-fishing-subsidies?utm_campaign=conservation_rhfs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_wtobestway____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/reports/2020/11/coral-reefs-in-the-kimberley-adapt-to-survive?utm_campaign=conservation_ooaa_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=report_general____linkcard_&utm_term=___
[2] 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=___

Top URLs in Tweet in G6:
[2] https://www.pewresearch.org/fact-tank/2019/05/22/u-s-fertility-rate-explained/
[1] https://www.pewresearch.org/politics/2020/06/02/democratic-edge-in-party-identification-narrows-slightly/
[1] https://www.pewresearch.org/fact-tank/2019/06/27/republicans-far-more-likely-than-democrats-to-say-fact-checkers-tend-to-favor-one-side/
[1] https://www.washingtonpost.com/outlook/2017/12/29/a374a268-ea6d-11e7-8a6a-80acf0774e64_story.html
[1] https://www.msn.com/en-us/news/politics/trump-said-world-leaders-complained-to-him-about-the-election-results-but-most-of-them-have-already-congratulated-biden/ar-BB1bsYv5?li=BBnbcA1
[1] https://twitter.com/PolitiBunny/status/1333066203150094337
[1] https://www.pewresearch.org/politics/2016/09/13/2016-party-identification-detailed-tables/
[1] https://www.pewresearch.org/politics/2020/11/20/sharp-divisions-on-vote-counts-as-biden-gets-high-marks-for-his-post-election-conduct/
[1] https://twitter.com/alyssa_milano/status/1331806754611490818
[1] https://www.pewresearch.org/fact-tank/2020/11/24/so-far-trump-has-granted-clemency-less-frequently-than-any-president-in-modern-history/

Top URLs in Tweet in G8:
[22] http://22.In

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/politics/2018/07/11/obama-tops-publics-list-of-best-president-in-their-lifetime-followed-by-clinton-reagan/
[1] https://www.pewresearch.org/global/wp-content/uploads/sites/2/2020/09/PG_2020.09.15_U.S.-Image_0-01.png?w=640

Top URLs in Tweet in G10:
[1] https://www.wsj.com/articles/biden-aims-to-appoint-liberal-judges-after-trumps-conservative-push-11606559402

Top Domains
Top Domains in Tweet in Entire Graph:
[495] pewtrusts.org
[226] pewresearch.org
[108] co.uk
[71] twitter.com
[68] gab.com
[22] 22.in
[19] pewsocialtrends.org
[16] pewforum.org
[10] nytimes.com
[10] carjiescott.com

Top Domains in Tweet in G1:
[345] pewtrusts.org
[12] twitter.com
[2] tweetedtimes.com
[1] route-fifty.com
[1] newsobserver.com
[1] ncsl.org
[1] govtech.com

Top Domains in Tweet in G2:
[83] pewresearch.org
[31] pewtrusts.org
[28] twitter.com
[12] pewsocialtrends.org
[10] co.uk
[8] journalism.org
[8] nytimes.com
[6] pewforum.org
[4] ucanews.com
[4] simplecast.com

Top Domains in Tweet in G4:
[13] pewtrusts.org
[4] co.uk
[2] twitter.com

Top Domains in Tweet in G5:
[55] pewtrusts.org
[1] pewresearch.org

Top Domains in Tweet in G6:
[12] pewresearch.org
[2] twitter.com
[1] washingtonpost.com
[1] msn.com
[1] google.com
[1] allsides.com
[1] theguardian.com
[1] macleans.ca

Top Domains in Tweet in G8:
[22] 22.in

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

Top Domains in Tweet in G10:
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[187] minoritiesinfascistindia
[157] endoverfishing
[59] antibiotics
[38] antibiotic
[28] mpa
[27] covid19
[27] canada
[22] boreal
[21] usaaw20
[20] iccat



Top Hashtags in Tweet in G1:
[57] antibiotics
[37] antibiotic
[21] usaaw20
[18] covid19
[16] beantibioticsaware
[12] antibioticresistance
[11] boreal
[11] philadelphia
[11] dental
[8] waaw2020

Top Hashtags in Tweet in G2:
[11] minoritiesinfascistindia
[10] china
[8] india
[8] thailand
[8] us
[8] asia
[3] europe
[3] covid
[3] smartnews
[2] eu

Top Hashtags in Tweet in G4:
[156] endoverfishing
[7] iccat
[1] stopfundingoverfishing
[1] canada
[1] mpa

Top Hashtags in Tweet in G5:
[26] canada
[26] mpa
[13] iccat
[12] rightwhale
[11] boreal
[10] dyk
[9] worldfisheriesday
[4] stopfundingoverfishing
[3] safeseas
[2] iattc

Top Hashtags in Tweet in G6:
[1] workharder
[1] foxnews

Top Hashtags in Tweet in G8:
[173] minoritiesinfascistindia
[3] pakeconomyontrack

Top Words
Top Words in Tweet in Entire Graph:
[2589] pew
[2481] research
[1474] center
[712] yang
[600] more
[404] according
[366] 2015
[354] studi
[350] tinggi
[349] mengingat

Top Words in Tweet in G1:
[216] pewtrusts
[110] states
[108] pewstates
[87] more
[69] public
[69] saveantibiotics
[61] help
[57] #antibiotics
[55] state
[53] year

Top Words in Tweet in G2:
[405] pew
[381] research
[249] center
[87] according
[44] trump
[41] more
[40] percent
[40] americans
[40] social
[40] adults

Top Words in Tweet in G3:
[701] yang
[350] pew
[350] research
[349] mengingat
[349] potensi
[349] demografi
[349] milenial
[349] muslimah
[349] cukup
[349] tinggi

Top Words in Tweet in G4:
[183] peweurope
[173] fisheries
[170] 2020
[167] eu
[159] more
[157] ministers
[156] #endoverfishing
[155] deadline
[154] over
[154] important

Top Words in Tweet in G5:
[174] pewenvironment
[57] tuna
[55] area
[50] more
[48] fisheries
[45] fishing
[39] news
[38] conservation
[37] ocean
[37] good

Top Words in Tweet in G6:
[54] research
[50] pew
[28] realdonaldtrump
[17] more
[16] trump
[12] registered
[10] according
[10] voters
[10] vote
[9] republicans

Top Words in Tweet in G7:
[286] 의하면
[286] 의
[143] 19
[143] 트윗을
[143] 쓰는
[143] 사람들
[143] pew
[143] research
[143] center
[143] 에서

Top Words in Tweet in G8:
[211] pew
[211] research
[190] center
[173] #minoritiesinfascistindia
[133] social
[132] india
[124] religious
[121] countries
[119] global
[119] index

Top Words in Tweet in G9:
[3] 20
[2] mamalouies
[2] emmyreincarnate
[2] flattielover
[2] ladyoftheocean1
[2] missjulialee
[2] deadpools_r_us
[2] qdecoder
[2] algrenq
[2] pew

Top Words in Tweet in G10:
[82] trump
[82] appointed
[82] more
[82] 200
[82] federal
[82] judges
[82] 75
[82] men
[82] 85
[82] white

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2355] pew,research
[1467] research,center
[349] mengingat,potensi
[349] potensi,demografi
[349] demografi,milenial
[349] milenial,muslimah
[349] muslimah,yang
[349] yang,cukup
[349] cukup,tinggi
[349] tinggi,studi

Top Word Pairs in Tweet in G1:
[24] seabed,mining
[22] growing,threat
[20] public,education
[20] help,states
[20] saveantibiotics,need
[19] prized,dungeness
[19] dungeness,crab
[19] crab,salmon
[19] salmon,killer
[19] killer,whales

Top Word Pairs in Tweet in G2:
[367] pew,research
[248] research,center
[64] according,pew
[27] pew,charitable
[27] charitable,trusts
[19] social,media
[14] covid,19
[13] center,survey
[13] restrictions,religion
[12] news,youtube

Top Word Pairs in Tweet in G3:
[350] pew,research
[349] mengingat,potensi
[349] potensi,demografi
[349] demografi,milenial
[349] milenial,muslimah
[349] muslimah,yang
[349] yang,cukup
[349] cukup,tinggi
[349] tinggi,studi
[349] studi,yang

Top Word Pairs in Tweet in G4:
[157] fisheries,ministers
[155] 2020,deadline
[154] deadline,#endoverfishing
[154] more,important
[150] over,yes
[150] yes,eu
[150] eu,fisheries
[150] ministers,failed
[150] failed,meet
[150] meet,2020

Top Word Pairs in Tweet in G5:
[37] good,news
[28] iconic,western
[28] western,atlantic
[28] atlantic,bluefin
[28] bluefin,tuna
[26] harmful,fisheries
[26] fisheries,subsidies
[26] news,#canada
[26] #canada,proposed
[26] proposed,largest

Top Word Pairs in Tweet in G6:
[49] pew,research
[10] according,pew
[7] research,center
[4] realdonaldtrump,pew
[4] research,10
[4] 10,twitter
[4] twitter,users
[3] frankamari2,realdonaldtrump
[3] eligible,voters
[3] american,think

Top Word Pairs in Tweet in G7:
[143] 19,트윗을
[143] 트윗을,쓰는
[143] 쓰는,사람들
[143] 사람들,pew
[143] pew,research
[143] research,center
[143] center,에서
[143] 에서,조사한
[143] 조사한,통계에
[143] 통계에,의하면

Top Word Pairs in Tweet in G8:
[211] pew,research
[190] research,center
[119] global,index
[119] index,human
[119] human,rights
[119] rights,social
[119] social,religious
[111] 2016,global
[100] 198,countries
[99] religious,freedoms

Top Word Pairs in Tweet in G9:
[2] pew,research

Top Word Pairs in Tweet in G10:
[82] trump,appointed
[82] appointed,more
[82] more,200
[82] 200,federal
[82] federal,judges
[82] judges,75
[82] 75,men
[82] men,85
[82] 85,white
[82] white,according

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@newsmuslimah
@pewtrusts
@pewenvironment
@peweurope
@randomknow_bot
@pewstates
@katiephang
@miraisyakai
@saveantibiotics
@niedziela_pl

Top Mentioned in G1:
@pewtrusts
@pewstates
@saveantibiotics
@pewhealth
@carb_x
@mikethompsongvt
@georgetownccf
@car
@an_catherine
@erinduffyj

Top Mentioned in G2:
@limitlessleila
@polext
@cloudatalytics
@l_l_robinson
@r_30gard
@oou07469366
@ivbaoshi
@isaiahquintana_
@dikili
@scottchoppin

Top Mentioned in G3:
@newsmuslimah

Top Mentioned in G4:
@peweurope
@pewenvironment
@euauditors
@jcvandevelde77
@wto
@pewtrusts
@jamessreality

Top Mentioned in G5:
@pewenvironment
@wto
@noaa
@pewtrusts
@fixourparksus
@peweurope
@ledasea123
@loraclarke14
@globaltuna
@pewstates

Top Mentioned in G6:
@realdonaldtrump
@charliekirk11
@sidneypowell1
@frankamari2
@gop
@barackobama
@ipit712
@christi54465705
@prayingmedic
@veronicacrossuk

Top Mentioned in G7:
@randomknow_bot

Top Mentioned in G8:
@wajeeha_r
@rajafayazahmed
@hairakhan9
@economist_alii
@hansbadvi
@naina0003333
@itxomerofficial
@ahussainbloch
@team4pakistan
@fahimkhan___

Top Mentioned in G9:
@mamalouies
@emmyreincarnate
@flattielover
@ladyoftheocean1
@missjulialee
@deadpools_r_us
@qdecoder
@algrenq
@russiathirdwor1
@sno_justice

Top Mentioned in G10:
@katiephang

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@phillip92321
@_redfrog
@hokcenayeokcena
@rxbun
@cheezwitham
@dgendvil
@thehill
@fusasippona
@y_mat2009

Top Tweeters in G1:
@dgendvil
@rockyintx
@mary_swilling
@sandykalano
@vievararosel
@laurahennesse11
@jennykim
@ggevirtz
@trudaoceans
@sumoh7

Top Tweeters in G2:
@robinsnewswire
@cheezwitham
@brontyman
@c_coolidge
@solomonmissouri
@netbacker
@euwatchers
@realalisonpoole
@6news
@cannafrom

Top Tweeters in G3:
@fayranisha
@darni56848597
@y4n1e_
@uulinnuhaz
@rasamsuheni
@diyanaqorib
@azahiduddin
@dewi52956436
@zoelfalya
@femilakareni29

Top Tweeters in G4:
@lawlor224
@underyourtree
@reemul64
@alejandrosig
@atlasb2b
@dede17_86
@tigerdragon41
@peteraf1
@infamousgrouser
@alfredgliddon

Top Tweeters in G5:
@_redfrog
@genghisgalahad2
@zippydazipster
@ana_captures
@badruddeen
@whysharksmatter
@rodpdavison
@bebravemyloves
@srzjwalters
@rudeatude

Top Tweeters in G6:
@foxnews
@lrihendry
@politibunny
@skynewsaust
@davidmweissman
@jeffreyguterman
@kristinboymom
@phillyinquirer
@latestly
@oann

Top Tweeters in G7:
@hokcenayeokcena
@sseoging
@yeokbo
@flashman0509
@sixis_oclock
@ore_ha_sinanai
@kr_bluebird
@kimbiqu
@isilme_silpion
@lunalenford

Top Tweeters in G8:
@malimayo1
@mamer1992
@786hassani
@malikus1654
@jan_p22
@captan_26
@hmd042
@risingstr3
@hina_hp
@humera_healer

Top Tweeters in G9:
@thereseosulliv2
@vickie627
@mrfly187
@ladyoftheocean1
@mongo3804
@tomag49
@akvawe66
@shlomoindiana
@ziggystardad
@downrangechaos

Top Tweeters in G10:
@phillip92321
@mapocoloco
@suekhi
@trumpwatchnews
@snw106
@flyhyland
@camoxendale
@myecoll
@tati_vict
@maggieday55