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pew research_2021-12-29_19-07-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 30, 2021
Short Description:
pew research via NodeXL https://bit.ly/31digzI
@pewtrusts
@pewstates
@pewresearch
@mremez
@pamelaedwards
@pewenvironment
@rattaphol
@jenpasit
@carlosdavidgf
@jonrfleming

Top hashtags:
#tablighijamaatneedsreformation
#tablighi
#antarctica
#bitcoin
#legaltech
#opioid

Description:
Description
The graph represents a network of 4,320 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, 30 December 2021 at 03:17 UTC.

The requested start date was Thursday, 30 December 2021 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, 20-hour, 55-minute period from Thursday, 16 December 2021 at 01:04 UTC to Wednesday, 29 December 2021 at 21:59 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 : 4320
Unique Edges : 2403
Edges With Duplicates : 5661
Total Edges : 8064
Number of Edge Types : 5
Mentions : 1449
Tweet : 1003
Retweet : 2527
MentionsInRetweet : 2673
Replies to : 412
Self-Loops : 1074
Reciprocated Vertex Pair Ratio : 0.0165388302972196
Reciprocated Edge Ratio : 0.0325394954020278
Connected Components : 884
Single-Vertex Connected Components : 423
Maximum Vertices in a Connected Component : 865
Maximum Edges in a Connected Component : 2089
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.347763
Graph Density : 0.00022730098702546
Modularity : 0.549202
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,320 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, 30 December 2021 at 03:17 UTC.

The requested start date was Thursday, 30 December 2021 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, 20-hour, 55-minute period from Thursday, 16 December 2021 at 01:04 UTC to Wednesday, 29 December 2021 at 21:59 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:
[27] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/17/new-rules-to-protect-endangered-right-whales-fall-short?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_rightwhales____video_&utm_term=___
[26] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/13/new-data-tracks-polling-place-locations-for-37-states
[23] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/07/most-americans-want-to-share-and-access-more-digital-health-data
[16] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/09/with-too-few-nurses-it-wont-take-much-to-overwhelm-hospitals-this-winter
[16] https://www.religionenlibertad.com/mundo/617273212/cristianos-grupo-religioso-mas-perseguido-12-ano-consecutivo-pew-research.html
[16] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=bufferef490&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[14] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[14] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/
[13] https://www.smallbizlabs.com/2021/12/pew-research-on-the-state-of-the-gig-economy-in-2021.html
[12] https://www.pewforum.org/wp-content/uploads/sites/7/2021/06/PF_06.29.21_India.full_.report.pdf

Top URLs in Tweet in G1:
[12] https://www.smallbizlabs.com/2021/12/pew-research-on-the-state-of-the-gig-economy-in-2021.html
[8] https://www.pewforum.org/wp-content/uploads/sites/7/2021/06/PF_06.29.21_India.full_.report.pdf
[7] https://www.ucanews.com/news/catholic-numbers-hold-steady-in-us-but-protestants-decrease/95410
[7] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/
[5] https://www.pewresearch.org/social-trends/2021/12/16/americans-are-less-likely-than-before-covid-19-to-want-to-live-in-cities-more-likely-to-prefer-suburbs/
[4] https://www.deseret.com/faith/2021/12/15/22837644/how-immigration-secularization-other-forces-reshaping-american-religion-pew-research-center-secular
[4] https://www.pewresearch.org/fact-tank/2021/12/14/how-americans-tweet-about-the-news/
[4] https://www.pewforum.org/2021/12/14/about-three-in-ten-u-s-adults-are-now-religiously-unaffiliated/
[3] http://www.msn.com/en-us/news/us/about-30percent-of-american-adults-are-now-religiously-unaffiliated-pew-research-study-finds/ar-AARP2Xw?ocid=winp-st
[3] https://www.pewresearch.org/fact-tank/2021/12/20/republicans-view-reagan-trump-as-best-recent-presidents/

Top URLs in Tweet in G2:
[25] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/13/new-data-tracks-polling-place-locations-for-37-states
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/09/with-too-few-nurses-it-wont-take-much-to-overwhelm-hospitals-this-winter
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/21/white-house-and-congress-made-significant-strides-in-2021-to-improve-us-flood-policies
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/21/desperate-for-state-workers-governors-offer-raises-to-keep-them
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/top-10-nature-images-of-2021-undersea-treasures-historic-sites-and-reasons-for-hope
[5] https://t.co/n7duakGRGi
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/20/california-oil-spill-prompts-new-push-to-ban-offshore-drilling
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/new-anchovy-protections-will-help-people-wildlife-and-ocean-health
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/16/artificial-intelligence-can-improve-health-care-but-not-without-human-oversight
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/03/in-puerto-rico-new-coastal-management-plan-must-protect-nature-and-economy

Top URLs in Tweet in G4:
[1] https://www.religionenlibertad.com/mundo/617273212/cristianos-grupo-religioso-mas-perseguido-12-ano-consecutivo-pew-research.html

Top URLs in Tweet in G5:
[16] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=bufferef490&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=buffer42fc1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=buffer41628&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.deseret.com/faith/2021/12/15/22837644/how-immigration-secularization-other-forces-reshaping-american-religion-pew-research-center-secular
[6] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=bufferef9b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/?utm_content=buffera805f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/pew-research-center-decoded/professional-translators-or-google-translate-weighing-the-pros-and-cons-of-each-805bd3735ff6
[3] https://link.medium.com/cj8Ul4WuPlb?utm_content=bufferb7fd0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.deseret.com/faith/2021/12/15/22837644/how-immigration-secularization-other-forces-reshaping-american-religion-pew-research-center-secular?utm_campaign=deseret&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.bizjournals.com/boston/news/2021/12/15/pew-research-center-survey-gig-work.html

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/
[1] https://www.pewresearch.org/fact-tank/2021/09/20/10-facts-about-americans-and-coronavirus-vaccines/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/12/13/new-data-tracks-polling-place-locations-for-37-states

Top URLs in Tweet in G8:
[27] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/11/17/new-rules-to-protect-endangered-right-whales-fall-short?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_rightwhales____video_&utm_term=___
[5] 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____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/top-10-nature-images-of-2021-undersea-treasures-historic-sites-and-reasons-for-hope?utm_campaign=conservation_pct________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/top-10-nature-images-of-2021-undersea-treasures-historic-sites-and-reasons-for-hope?utm_campaign=conservation_nne________&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/06/to-improve-fisheries-management-governments-share-experiences-with-electronic-monitoring?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_globalsystneeded____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/17/new-anchovy-protections-will-help-people-wildlife-and-ocean-health?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[1] https://t.co/n7duakGRGi
[1] 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_eu&utm_medium=social&utm_content=article_wtobestway____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/12/06/to-improve-fisheries-management-governments-share-experiences-with-electronic-monitoring?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_globalsystneeded____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2016/08/harvest-strategies?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/fact-tank/2021/12/17/striking-findings-from-2021/?utm_content=buffer41628&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[1] https://www.usatoday.com/story/news/world/2015/04/02/religion-muslims-christians-populations-pew-research/70769318/
[1] https://news.yahoo.com/weird-spiral-declining-christianity-america-181339930.html
[1] https://www.pewresearch.org/fact-tank/2019/12/06/10-facts-about-atheists/?amp=1
[1] https://www.pewforum.org/2021/12/14/about-three-in-ten-u-s-adults-are-now-religiously-unaffiliated/

Top Domains
Top Domains in Tweet in Entire Graph:
[323] pewtrusts.org
[201] pewresearch.org
[46] pewforum.org
[38] twitter.com
[23] deseret.com
[22] t.co
[16] religionenlibertad.com
[15] smallbizlabs.com
[15] washingtontimes.com
[13] medium.com

Top Domains in Tweet in G1:
[66] pewresearch.org
[21] pewforum.org
[16] pewtrusts.org
[14] smallbizlabs.com
[12] twitter.com
[8] deseret.com
[7] msn.com
[7] ucanews.com
[4] washingtonpost.com
[4] ow.ly

Top Domains in Tweet in G2:
[205] pewtrusts.org
[21] t.co
[1] pew.org
[1] twitter.com
[1] pewresearch.org

Top Domains in Tweet in G4:
[1] religionenlibertad.com

Top Domains in Tweet in G5:
[53] pewresearch.org
[12] deseret.com
[11] medium.com
[2] bloomberg.com
[2] bizjournals.com
[1] twitter.com
[1] protectdriversandservices.com
[1] nih.gov
[1] blogspot.com
[1] time.com

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

Top Domains in Tweet in G8:
[51] pewtrusts.org
[2] washingtonpost.com
[1] t.co

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

Top Domains in Tweet in G10:
[1] usatoday.com
[1] yahoo.com
[1] pewresearch.org
[1] pewforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] tablighijamaatneedsreformation
[28] tablighi
[25] antarctica
[22] bitcoin
[21] legaltech
[17] opioid
[17] infrastructure
[16] usa
[15] jamaat
[14] christians



Top Hashtags in Tweet in G1:
[7] christians
[7] anticonversionbill
[6] catholics
[6] population
[6] protestants
[6] unitedstates
[4] robertslackllc
[4] floridarealestate
[4] floridarealestateagent
[4] floridalife

Top Hashtags in Tweet in G2:
[21] legaltech
[17] opioid
[13] infrastructure
[7] philadelphia
[6] healthequity
[6] ai
[5] covid19
[3] americanrescueplan
[3] digitaldivide
[3] coronavirus

Top Hashtags in Tweet in G3:
[34] tablighijamaatneedsreformation
[28] tablighi
[15] jamaat
[4] mondaymotivation
[3] saudi
[3] arabia
[3] terrorism
[3] mondaythoughts
[2] nifty
[2] tablighijamaat

Top Hashtags in Tweet in G5:
[1] datafam
[1] upholdprop22
[1] gigeconomy

Top Hashtags in Tweet in G8:
[23] antarctica
[7] stopfundingoverfishing
[4] iccat
[4] infrastructure
[3] em4fish
[2] highseas
[1] southernocean
[1] mpa
[1] oneoceanoneplanet
[1] em

Top Words
Top Words in Tweet in Entire Graph:
[2794] research
[2761] pew
[2160] jamaat
[2148] tablighi
[1663] according
[1583] more
[1528] people
[1424] report
[1422] million
[1390] 350

Top Words in Tweet in G1:
[444] research
[441] pew
[363] tablighi
[363] jamaat
[191] center
[183] according
[181] more
[149] people
[136] report
[136] million

Top Words in Tweet in G2:
[252] wildlife
[189] pewtrusts
[188] pewstates
[128] year
[122] colorado
[120] system
[118] vehicle
[117] 000
[117] one
[116] each

Top Words in Tweet in G3:
[1202] jamaat
[1190] tablighi
[858] report
[858] pew
[858] research
[858] 350
[858] million
[858] people
[856] according
[849] spread

Top Words in Tweet in G4:
[552] navidad
[276] feliz
[276] todas
[276] personas
[276] buen
[276] corazón
[276] crean
[276] especial
[276] quienes
[276] creer

Top Words in Tweet in G5:
[178] research
[127] pew
[117] center
[115] pewresearch
[104] findings
[103] striking
[88] 2021
[74] past
[61] year
[44] draws

Top Words in Tweet in G6:
[4] pew
[4] research
[3] 1quetzalcoatl1
[3] gannitonya
[3] according
[2] cbp
[2] jeffreysharper1
[2] nosciencedenial
[2] medwoman1
[2] emsops

Top Words in Tweet in G7:
[5] angryfleas
[5] pew
[5] research
[3] jimlikesbb
[3] pootdibou
[3] nickdone8
[3] teamphil
[3] artyshouse
[3] fighterth
[3] famoussheymus

Top Words in Tweet in G8:
[93] pewenvironment
[51] fish
[42] billion
[41] harmful
[37] subsidies
[37] 22
[37] populations
[35] research
[34] local
[33] fishers

Top Words in Tweet in G9:
[152] ส
[77] อม
[77] 2021
[77] ข
[76] ขอเสนอข
[76] ลจากสหร
[76] ฐฯ
[76] แหล
[76] ง
[76] ช

Top Words in Tweet in G10:
[7] research
[6] pew
[3] drfrankturek
[3] oliviac14337638
[3] skepticsplinter
[2] points
[2] god
[2] bible
[2] rockandanchor
[2] bluedragonsfang

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2597] pew,research
[2147] tablighi,jamaat
[1375] report,pew
[1363] research,350
[1363] 350,million
[1363] million,people
[1361] according,report
[1354] spread,more
[1354] more,150
[1342] jamaat,spread

Top Word Pairs in Tweet in G1:
[423] pew,research
[363] tablighi,jamaat
[190] research,center
[132] report,pew
[129] according,report
[129] research,350
[129] 350,million
[129] million,people
[129] people,tablighi
[129] jamaat,spread

Top Word Pairs in Tweet in G2:
[118] wildlife,vehicle
[115] each,year
[115] wildlife,crossing
[112] 000,wildlife
[112] vehicle,collisions
[112] collisions,reported
[112] reported,each
[112] year,colorado
[112] colorado,one
[112] one,wildlife

Top Word Pairs in Tweet in G3:
[1189] tablighi,jamaat
[858] report,pew
[858] pew,research
[858] research,350
[858] 350,million
[858] million,people
[856] according,report
[849] spread,more
[849] more,150
[837] jamaat,spread

Top Word Pairs in Tweet in G4:
[276] feliz,navidad
[276] navidad,todas
[276] todas,personas
[276] personas,buen
[276] buen,corazón
[276] corazón,crean
[276] crean,navidad
[276] navidad,especial
[276] especial,quienes
[276] quienes,creer

Top Word Pairs in Tweet in G5:
[125] pew,research
[117] research,center
[85] center,striking
[73] findings,past
[59] striking,findings
[45] past,year
[44] 2021,draws
[44] draws,close
[44] striking,research
[44] research,findings

Top Word Pairs in Tweet in G6:
[3] pew,research
[2] jeffreysharper1,nosciencedenial
[2] nosciencedenial,medwoman1
[2] medwoman1,emsops
[2] emsops,radicalcentrst
[2] radicalcentrst,vickie627
[2] vickie627,badams820
[2] badams820,ebatterson
[2] ebatterson,paulstetson13
[2] paulstetson13,politicspot

Top Word Pairs in Tweet in G7:
[5] pew,research
[2] lostintheburbs,bsherrle
[2] bsherrle,karlton111
[2] karlton111,archerbm
[2] archerbm,michaeltmcc
[2] michaeltmcc,vonninnyhammer
[2] vonninnyhammer,trek_the_globe
[2] trek_the_globe,kelledin
[2] kelledin,jimlikesbb
[2] jimlikesbb,rapematters

Top Word Pairs in Tweet in G8:
[37] 22,billion
[37] fish,populations
[31] harmful,fisheries
[31] fisheries,subsidies
[31] subsidies,total
[31] total,22
[31] billion,annually
[31] annually,deplete
[31] deplete,fish
[31] populations,harm

Top Word Pairs in Tweet in G9:
[76] ขอเสนอข,อม
[76] อม,ลจากสหร
[76] ลจากสหร,ฐฯ
[76] ฐฯ,แหล
[76] แหล,ง
[76] ง,ช
[76] ช,วงป
[76] วงป,2018
[76] 2018,2021
[76] 2021,ท

Top Word Pairs in Tweet in G10:
[6] pew,research
[2] drfrankturek,pew
[2] rockandanchor,bluedragonsfang
[2] bluedragonsfang,justincporter
[2] justincporter,warwickisahunt
[2] warwickisahunt,zypisfy
[2] zypisfy,skepticsplinter
[2] skepticsplinter,tertiusiv
[2] tertiusiv,secularsandwich

Top Replied-To
Top Replied-To in Entire Graph:
@tamil1947
@svtnyheter
@oliviac14337638
@austinxwill
@sheldonranz
@bbcworld
@kirannaz96
@hessiebates4
@1791at
@drribeiro_md

Top Replied-To in G5:
@sealthgirl
@steventrustrum
@pewresearch
@l_eckhouse

Top Replied-To in G6:
@jeffreysharper1
@ghost321
@mk8271286125

Top Replied-To in G7:
@lostintheburbs
@donnatellatruth
@realdoctort

Top Replied-To in G10:
@oliviac14337638
@tosinawe1
@philantikinca
@rockandanchor

Top Mentioned
Top Mentioned in Entire Graph:
@carlosdavidgf
@pewtrusts
@pewstates
@pewresearch
@pewenvironment
@rattaphol
@mehar998
@ssaman05697435
@jandialshipra
@yamayat

Top Mentioned in G1:
@yakovolf
@isaiahquintana_
@uwgbcahss
@tihtri
@fabmoon92
@adityavasave2
@naveen86645947
@rajkumarrockz7
@bushra89750314

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewhealth
@larrysabato
@parkland
@an_catherine
@floodsorg
@cforbe
@mattvas
@sueurahn

Top Mentioned in G3:
@mehar998
@jandialshipra
@ssaman05697435
@aatifa_bari
@gogineniaishwa1
@vijay39749865
@skhalim32003320
@nobita51304935
@vaishnavreddy18
@fgilgile

Top Mentioned in G4:
@carlosdavidgf

Top Mentioned in G5:
@pewresearch
@mpiccorossi
@pewreligion
@richardwike
@pewjournalism
@bopinion
@myaguarnieri
@pesachology
@pewglobal

Top Mentioned in G6:
@1quetzalcoatl1
@gannitonya
@nosciencedenial
@medwoman1
@emsops
@radicalcentrst
@vickie627
@badams820
@ebatterson
@paulstetson13

Top Mentioned in G7:
@angryfleas
@jimlikesbb
@pootdibou
@nickdone8
@teamphil
@artyshouse
@fighterth
@famoussheymus
@bsherrle
@karlton111

Top Mentioned in G8:
@pewenvironment
@peweurope
@pewtrusts
@wto
@pewstates
@pacificcouncil
@floodsorg
@cforbe
@noaaocean

Top Mentioned in G9:
@rattaphol
@pewresearch

Top Mentioned in G10:
@drfrankturek
@skepticsplinter
@bluedragonsfang
@justincporter
@warwickisahunt
@zypisfy
@tertiusiv
@secularsandwich
@grit16451
@tdisputations

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@mistersalesman
@xaelbot
@codedailybot
@commonpatriot
@_redfrog
@lucioquincioc
@thedeveloperbot
@evankirstel
@inquirerdotnet

Top Tweeters in G1:
@webnowcompany
@stormyvnv
@memeorandum
@jmoon901
@govrte
@gregorydevans
@welshracer
@sohail_calgary
@sweetfacedinero
@disabledsenior

Top Tweeters in G2:
@lizditz
@lehimesa
@onahunttoday
@artificialbra1n
@jjj5819
@ecclesias
@amyayers16
@brontyman
@lavenderblue27
@lllwry

Top Tweeters in G3:
@saket71
@vb_subrahmanyam
@lolsalaam
@guy4mknp
@tvjanam
@beingbaburabari
@guptaravinder71
@roshindra_nsg
@mangilalknagar1
@vikram72923131

Top Tweeters in G4:
@barandaand
@frioacero
@joselisa17
@victoriaccss
@beamartv
@reyesdi62171857
@soylibre92
@mariajesusb2
@aramirezsym
@rubendatito

Top Tweeters in G5:
@aldoceccarelli
@jmhamiltonblog
@medmouad
@milesjreed
@southstep
@botfordev
@bregmanps
@arctic__char
@epidatageek
@bopinion

Top Tweeters in G6:
@rickysi16087724
@thereseosulliv2
@vickie627
@joan1barb
@jencages
@vincegottalotta
@politicspot
@medwoman1
@klee34036780
@trumppuppy9

Top Tweeters in G7:
@commonpatriot
@trumper_tantrum
@poguemoran
@joimonki
@forrestfernmist
@kalymera1960
@famoussheymus
@ggreenwald
@tomdoubting
@nickdone8

Top Tweeters in G8:
@_redfrog
@ana_captures
@mr_spock
@watchdogsniffer
@benjamindstone
@magyckmoon
@solhog
@adam_cadmon1
@mccrimmons
@midknight6

Top Tweeters in G9:
@lucreazia
@cee5d5_6f
@winggyying
@gdastory
@mickeynuttt
@millet2u
@nicesleepers
@seulidogi
@secretmild
@jediyuth

Top Tweeters in G10:
@quin4trump
@takethatdarwin
@zapher134
@zypisfy
@cern_lxxl
@tklforgiven
@leanneaf
@theredshift11
@kester_lowers
@praisehisname50


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