pew research, Twitter, 5/20/2021 2:24:14 AM, 255197


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pew research_2021-05-19_19-07-56.xlsx
pew research_2021-05-19_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 20, 2021
Short Description:
pew research via NodeXL https://bit.ly/3u7E4F3
@pewtrusts
@pewstates
@pewresearch
@pewenvironment
@mremez
@breitbartnews
@stevebartin
@rns
@goodwinmj
@idl3

Top hashtags:
#bluefin
#donaldtrump
#women
#infrastructureweek
#mothersday
#gun
#leadwithinfrastructure
#tuna

Description:
Description
The graph represents a network of 2,958 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, 20 May 2021 at 02:11 UTC.

The requested start date was Thursday, 20 May 2021 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 8-day, 22-hour, 0-minute period from Thursday, 06 May 2021 at 00:05 UTC to Friday, 14 May 2021 at 22:05 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 : 2958
Unique Edges : 1587
Edges With Duplicates : 3753
Total Edges : 5340
Number of Edge Types : 5
Retweet : 1675
MentionsInRetweet : 1961
Mentions : 806
Tweet : 633
Replies to : 265
Self-Loops : 650
Reciprocated Vertex Pair Ratio : 0.0167944505293903
Reciprocated Edge Ratio : 0.0330341113105925
Connected Components : 632
Single-Vertex Connected Components : 318
Maximum Vertices in a Connected Component : 993
Maximum Edges in a Connected Component : 2663
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.934376
Graph Density : 0.000318401940091046
Modularity : 0.53212
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,958 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, 20 May 2021 at 02:11 UTC.

The requested start date was Thursday, 20 May 2021 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 8-day, 22-hour, 0-minute period from Thursday, 06 May 2021 at 00:05 UTC to Friday, 14 May 2021 at 22:05 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:
[22] https://religionnews.com/2021/05/11/pew-research-study-young-jews-are-moving-to-polar-ends-secularism-and-orthodoxy/
[20] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/12/expanded-marine-protections-benefited-hawaii-tuna-fishery-study-shows
[17] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/new-report-outlines-10-year-plan-to-conserve-30-of-us-lands-and-waters
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/state-tax-revenue-passes-a-recovery-milestone
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/10/online-mug-shots-are-forever-some-states-want-to-change-that
[12] https://www.pewforum.org/2021/05/11/jewish-americans-in-2020/
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/11/paying-with-cash-retailers-must-take-your-dollars-in-these-states
[10] https://townhall.com/tipsheet/rebeccadowns/2021/05/07/that-latest-pew-research-poll-is-actually-good-news-for-the-prolife-movement-n2589143
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/12/biden-wants-to-offer-more-housing-vouchers-many-landlords-wont-accept-them
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/06/as-covid-19-vaccine-demand-dips-community-health-centers-take-the-lead

Top URLs in Tweet in G1:
[6] https://www.pewforum.org/2021/05/11/jewish-americans-in-2020/
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/state-tax-revenue-passes-a-recovery-milestone
[5] https://www.pewresearch.org/fact-tank/2021/05/07/broad-agreement-in-u-s-even-among-partisans-on-which-news-outlets-are-part-of-the-mainstream-media/
[4] https://www.pewresearch.org/fact-tank/2021/05/04/70-of-u-s-social-media-users-never-or-rarely-post-or-share-about-political-social-issues/
[4] https://townhall.com/tipsheet/rebeccadowns/2021/05/07/that-latest-pew-research-poll-is-actually-good-news-for-the-prolife-movement-n2589143
[3] https://www.washingtonpost.com/business/2021/05/07/jobs-report-labor-shortage-analysis/
[3] https://newundergroundchurch.blogspot.com/2021/05/failing-to-take-stand-hook-up-culture.html
[2] https://twitter.com/pewresearch/status/1389971988496666626
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/06/as-covid-19-vaccine-demand-dips-community-health-centers-take-the-lead
[2] https://www.breitbart.com/the-media/2021/05/06/study-joe-biden-given-least-negative-news-coverage-of-any-president-in-last-30-years/

Top URLs in Tweet in G2:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/04/into-the-deep-with-the-atlantic-bluefin-tuna?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=video_general____video_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/03/on-world-tuna-day-experts-share-why-oversight-of-fisheries-matters?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sciencebased____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/04/researchers-identify-key-ocean-areas-for-seabird-conservation?utm_campaign=conservation_pmf________&utm_source=twitter_environment&utm_medium=social&utm_content=article_dataforconservation____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/30/scientists-deploy-new-technology-to-determine-krill-activity-on-east-antarctic-seafloor?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_protectkrill____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/10/wildlife-vehicle-collisions-are-a-big-and-costly-problem-and-congress-can-help?utm_campaign=conservation_usplrc_land__iw21_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/27/key-us-pacific-fishery-council-takes-vital-step-to-protect-oceanic-whitetip-sharks?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sustainability____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/05/information-sharing-is-key-to-ending-illegal-unreported-and-unregulated-fishing?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=issuebrief_gloablsystneeded____gif_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/20/how-much-do-you-know-about-our-ocean?utm_campaign=conservation_nne__marineprotectedareas______&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____linkcard_&utm_term=_datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/23/researchers-use-sound-to-determine-how-many-krill-live-beneath-the-icy-surface-of-the-southern-ocean?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_protectkrill____linkcard_&utm_term=___
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/new-report-outlines-10-year-plan-to-conserve-30-of-us-lands-and-waters

Top URLs in Tweet in G3:
[18] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/12/expanded-marine-protections-benefited-hawaii-tuna-fishery-study-shows
[14] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/new-report-outlines-10-year-plan-to-conserve-30-of-us-lands-and-waters
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/10/online-mug-shots-are-forever-some-states-want-to-change-that
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/11/paying-with-cash-retailers-must-take-your-dollars-in-these-states
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/05/states-push-to-extend-postpartum-medicaid-benefits-to-save-lives
[4] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/05/health-impact-assessments-community-engagement-can-promote-equitable-infrastructure-choices
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/12/biden-wants-to-offer-more-housing-vouchers-many-landlords-wont-accept-them
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/06/citizen-science-increasingly-informs-ocean-expertise-and-policy?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_trusts&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/28/along-southeast-coast-plan-to-protect-1-million-acres-of-salt-marsh-draws-broad-support
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/06/as-covid-19-vaccine-demand-dips-community-health-centers-take-the-lead

Top URLs in Tweet in G4:
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/state-tax-revenue-passes-a-recovery-milestone
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/11/how-states-can-use-federal-stimulus-money-effectively
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/07/as-states-push-for-police-accountability-advocates-focus-on-black-trauma
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/11/paying-with-cash-retailers-must-take-your-dollars-in-these-states
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/13/as-feds-push-menthol-cigarette-ban-states-weigh-broader-measures
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/10/online-mug-shots-are-forever-some-states-want-to-change-that
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/06/louisiana-builds-reefs-to-give-oysters-protected-places-to-reproduce
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/06/as-covid-19-vaccine-demand-dips-community-health-centers-take-the-lead
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/12/biden-wants-to-offer-more-housing-vouchers-many-landlords-wont-accept-them
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2021/how-states-raise-their-tax-dollars-fy2020

Top URLs in Tweet in G5:
[1] https://www.breitbart.com/politics/2021/05/11/poll-orthodox-jews-overwhelmingly-republican-growing-number/?utm_source=facebook&utm_medium=social&fbclid=IwAR1cE06kIPgLVAaOKprbBl4DRrmbsFVbcBGL9Y-_mPc-OBd2tOZ2aEIt0XI

Top URLs in Tweet in G6:
[7] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/Computational-Social-Scientist_R001184
[6] https://www.pewresearch.org/pew-research-center-at-aapor-2021/
[5] https://www.pewresearch.org/topics/african-americans/
[4] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/International-Survey-Methodologist_R001168
[4] https://18doors.org/event/national-2021-05-pew-research-centers-2020-survey-on-jews-in-the-u-s/
[3] https://thejewishvoice.com/2021/05/jewish-americans-in-2020-a-new-pew-research-center-survey/
[3] https://newbloommag.net/2021/05/07/pew-research-tw-american/
[2] https://medium.com/pew-research-center-decoded/how-survey-mode-affects-americans-views-of-international-affairs-da3a540c6ddc?utm_content=buffer7b188&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/Research-Assistant--Social---Demographic-Trends_R001167
[2] https://www.pewresearch.org/fact-tank/2021/05/04/70-of-u-s-social-media-users-never-or-rarely-post-or-share-about-political-social-issues/

Top URLs in Tweet in G7:
[1] https://norml.org/news/2021/04/22/pew-poll-only-eight-percent-of-us-adults-believe-cannabis-should-be-criminalized/
[1] https://www.politico.com/news/2021/05/09/medical-marijuana-conservative-states-485830

Top Domains
Top Domains in Tweet in Entire Graph:
[397] pewtrusts.org
[137] pewresearch.org
[50] twitter.com
[23] pewforum.org
[22] religionnews.com
[16] townhall.com
[14] myworkdayjobs.com
[10] golosameriki.com
[9] washingtonpost.com
[7] medium.com

Top Domains in Tweet in G1:
[56] pewresearch.org
[35] pewtrusts.org
[22] twitter.com
[9] townhall.com
[8] pewforum.org
[6] washingtonpost.com
[5] blogspot.com
[5] apple.news
[3] breitbart.com
[3] cnbc.com

Top Domains in Tweet in G2:
[65] pewtrusts.org

Top Domains in Tweet in G3:
[146] pewtrusts.org
[1] t.co
[1] twitter.com
[1] seashepherd.org

Top Domains in Tweet in G4:
[132] pewtrusts.org
[3] twitter.com
[1] pew.org

Top Domains in Tweet in G5:
[1] breitbart.com

Top Domains in Tweet in G6:
[20] pewresearch.org
[13] myworkdayjobs.com
[6] medium.com
[6] 18doors.org
[3] thejewishvoice.com
[3] newbloommag.net
[2] twitter.com
[1] rawstory.com
[1] ifttt.com
[1] radian6.com

Top Domains in Tweet in G7:
[1] norml.org
[1] politico.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[41] bluefin
[40] donaldtrump
[39] women
[38] infrastructureweek
[28] mothersday
[28] gun
[27] leadwithinfrastructure
[22] tuna
[18] aapor
[14] pewmarinefellow



Top Hashtags in Tweet in G1:
[4] socialmedia
[3] biden
[3] meridianresponds
[2] socialmediamarketing
[2] funfactfriday
[2] borderobserver
[2] digitaldivide
[2] edtech
[2] edchat
[2] republicans

Top Hashtags in Tweet in G2:
[36] bluefin
[24] mothersday
[15] leadwithinfrastructure
[14] pewmarinefellow
[9] bluenature
[6] boreal
[6] infrastructureweek
[5] highseas
[4] rvinvestigator
[3] em4fish

Top Hashtags in Tweet in G3:
[18] infrastructureweek
[10] 30x30
[9] oecms
[6] leadwithinfrastructure
[6] ocean
[5] covid19
[4] highseas
[4] waleg
[3] philadelphia
[3] bluefin

Top Hashtags in Tweet in G4:
[14] infrastructureweek
[12] antibiotics
[6] leadwithinfrastructure
[5] americanrescueplan
[3] antibiotic
[2] dyk
[2] keystonesaves
[2] localgov
[2] orleg
[2] arpa

Top Hashtags in Tweet in G6:
[18] aapor
[1] oecms
[1] 30x30
[1] joc
[1] lgbtq
[1] interfaith
[1] wednesdaythought
[1] wisdomwednesday
[1] siaworks

Top Hashtags in Tweet in G9:
[39] women
[39] donaldtrump
[1] trump
[1] policies
[1] military
[1] washington
[1] dc

Top Words
Top Words in Tweet in Entire Graph:
[1317] research
[1276] pew
[509] center
[407] more
[400] jews
[323] according
[311] identify
[272] pewenvironment
[269] americans
[207] million

Top Words in Tweet in G1:
[333] pew
[308] research
[182] center
[81] americans
[49] according
[42] survey
[39] media
[38] more
[32] social
[31] found

Top Words in Tweet in G2:
[245] pewenvironment
[96] ocean
[63] more
[56] 000
[53] tuna
[50] wildlife
[46] 200
[40] many
[40] fisheries
[40] everywhere

Top Words in Tweet in G3:
[151] pewtrusts
[36] states
[35] conservation
[35] shows
[35] protections
[34] health
[33] marine
[25] research
[24] more
[24] public

Top Words in Tweet in G4:
[92] states
[73] pewstates
[60] revenue
[47] pandemic
[46] state
[40] tax
[31] health
[30] pewtrusts
[23] losses
[22] use

Top Words in Tweet in G5:
[276] jews
[276] identify
[138] according
[138] pew
[138] research
[138] majority
[138] democrat
[138] three
[138] four
[138] orthodox

Top Words in Tweet in G6:
[86] pewresearch
[60] research
[44] team
[42] hiring
[34] pew
[32] work
[30] center
[29] social
[29] international
[27] join

Top Words in Tweet in G7:
[90] cannabis
[90] medical
[90] use
[49] percent
[49] believe
[49] legal
[48] washington
[48] dc
[48] over
[48] 90

Top Words in Tweet in G8:
[160] brits
[160] lean
[80] right
[80] 41
[80] points
[80] more
[80] left
[80] feel
[80] proud
[80] britain

Top Words in Tweet in G9:
[72] 67
[64] از
[39] cbknews17
[39] servicemen
[39] #women
[39] surveyed
[39] recently
[39] support
[39] president
[39] #donaldtrump

Top Words in Tweet in G10:
[64] pew
[64] research
[64] estimates
[64] between
[64] 800
[64] 000
[64] million
[64] illegal
[64] migrants
[64] uk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1160] pew,research
[503] research,center
[284] jews,identify
[232] according,pew
[162] brits,lean
[155] orthodox,jews
[142] research,majority
[142] majority,jews
[141] identify,democrat
[141] democrat,three

Top Word Pairs in Tweet in G1:
[294] pew,research
[180] research,center
[32] according,pew
[23] social,media
[19] center,survey
[17] pew,charitable
[17] asian,americans
[16] charitable,trusts
[16] jewish,americans
[13] research,poll

Top Word Pairs in Tweet in G2:
[36] atlantic,#bluefin
[36] #bluefin,tuna
[32] polar,bear
[32] ocean,home
[32] home,more
[32] more,200
[32] 200,000
[32] 000,species
[32] species,without
[32] without,action

Top Word Pairs in Tweet in G3:
[22] marine,protections
[19] research,shows
[18] 10,year
[17] expanded,marine
[15] conserve,30
[15] protections,benefited
[14] public,engagement
[14] engagement,conservation
[14] conservation,science
[14] science,win

Top Word Pairs in Tweet in G4:
[33] tax,revenue
[16] pewstates,states
[15] covid,19
[15] revenue,grown
[15] grown,enough
[15] enough,erase
[15] erase,early
[13] early,pandemic
[13] pandemic,losses
[13] losses,majority

Top Word Pairs in Tweet in G5:
[276] jews,identify
[138] according,pew
[138] pew,research
[138] research,majority
[138] majority,jews
[138] identify,democrat
[138] democrat,three
[138] three,four
[138] four,orthodox
[138] orthodox,jews

Top Word Pairs in Tweet in G6:
[33] pew,research
[29] research,center
[18] hiring,data
[18] data,labs
[18] labs,pewresearch
[18] pewresearch,looking
[18] looking,computational
[18] computational,social
[18] social,scientist
[18] scientist,join

Top Word Pairs in Tweet in G7:
[48] washington,dc
[48] dc,over
[48] over,90
[48] 90,percent
[48] percent,adults
[48] adults,believe
[48] believe,cannabis
[48] cannabis,legal
[48] legal,medical
[48] medical,adult

Top Word Pairs in Tweet in G8:
[160] brits,lean
[80] lean,right
[80] right,41
[80] 41,points
[80] points,more
[80] more,brits
[80] lean,left
[80] left,feel
[80] feel,proud
[80] proud,britain

Top Word Pairs in Tweet in G9:
[39] cbknews17,67
[39] 67,servicemen
[39] servicemen,#women
[39] #women,surveyed
[39] surveyed,recently
[39] recently,support
[39] support,president
[39] president,#donaldtrump
[39] #donaldtrump,leader
[39] leader,armed

Top Word Pairs in Tweet in G10:
[64] pew,research
[64] research,estimates
[64] estimates,between
[64] between,800
[64] 800,000
[64] 000,million
[64] million,illegal
[64] illegal,migrants
[64] migrants,uk
[64] uk,tories

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@breitbartnews
@pewresearch
@pewstates
@goodwinmj
@ukip
@norml
@michaeldelauzon
@marijuanapolicy

Top Mentioned in G1:
@lunarroot
@scottchoppin
@deacongregk
@joniej2016
@tihtri
@isaiahquintana_

Top Mentioned in G2:
@pewenvironment
@pewfixourparks
@peweurope
@ausantarctic
@mattskroch
@pewtrusts
@scienceadvances
@csiro
@jeanflemma
@pewstates

Top Mentioned in G3:
@pewtrusts
@pewenvironment
@rwjf
@kpwaresearch
@johnnyrbriggs
@mattfishrand
@scernojevich
@ruthalindberg
@mathewsjh
@nicolesilv2

Top Mentioned in G4:
@pewstates
@pewtrusts
@justin_theal
@pewhealth
@sleiseca
@us_fda
@mikethompsongvt
@aallyahpatrice
@christinevestal
@sueurahn

Top Mentioned in G5:
@breitbartnews
@pewstates

Top Mentioned in G6:
@pewresearch
@griverorz
@pewmethods
@18doors_org
@pewglobal
@fogtownie
@jocinitiative
@richardwike
@pollcat
@urjorg

Top Mentioned in G7:
@norml
@marijuanapolicy

Top Mentioned in G8:
@goodwinmj

Top Mentioned in G9:
@cbknews17
@4eagles4
@garsha1978

Top Mentioned in G10:
@ukip
@savebritainukip
@dailyukip

Top Tweeters
Top Tweeters in Entire Graph:
@tesco
@dichristine
@robinsnewswire
@mistersalesman
@rjber15
@_redfrog
@el_universal_mx
@dondekojo
@homegypsy
@wardj15

Top Tweeters in G1:
@kentpg
@matbo2
@bcnn1
@democracymotion
@cannabisbiznews
@detikfinance
@jimbonz
@zeninews
@voter1vote
@nevaeh_michelle

Top Tweeters in G2:
@rjber15
@_redfrog
@beverlyfolkers
@mr_spock
@xaipe3
@ana_captures
@trudaoceans
@louisa_faux
@stablegeniusinc
@aitch_el

Top Tweeters in G3:
@tesco
@dgendvil
@businessinsider
@mary_swilling
@watchdogsniffer
@spanishcountry
@arthur59611540
@bagaluesunab
@ndngenuity
@epidatageek

Top Tweeters in G4:
@suzanneinlgb
@jennykim
@prison_health
@jlboul
@coolgrey
@kurtrexcooper
@valkayec
@marcalevin
@katesherrill
@dennisg_shea

Top Tweeters in G5:
@patriot_girl_tx
@qbankendy
@lalauraru777
@twittachicca
@pimpernell13
@mlas
@onecauseatatime
@mariabonanno9
@leasavoy
@charlesbledford

Top Tweeters in G6:
@cuquisade
@syawal
@nufcedkevin
@dhambrick63
@doctorscience
@berlinaffaires
@nymelb86
@isabellemirocha
@247firecracker
@dragonflyeye

Top Tweeters in G7:
@1loriking
@bob_stinson1234
@rosstell
@kevin_timm
@aine
@csilberman70
@mrgreengenez
@ispotify1
@onepagewriter
@sidrunks

Top Tweeters in G8:
@madanabhat
@real_dr_roy
@bassaces1
@garthgodsman
@benedictmpwhite
@pripley2426
@gilljames54
@seaned75
@rabberoonies
@sunpoches

Top Tweeters in G9:
@nanemad
@varparideh1
@scotlandjock1
@moebetta1950
@skaters54718951
@anoshekita
@f_felour
@afroozm1
@babak81340004
@lloyd04828435

Top Tweeters in G10:
@wardj15
@james_thorburn
@suekeen1
@2tweetaboutit
@oldbid45
@74oldgal
@davidhadley1973
@conservativecch
@john_rorbach
@eddiecoke