pew research, Twitter, 9/16/2021 2:22:25 AM, 262147
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pew research_2021-09-15_19-07-56.xlsx
pew research_2021-09-15_19-07-56.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
pew research via NodeXL https://bit.ly/3Cinsis
@pewresearch
@pewtrusts
@occupydemocrats
@pewenvironment
@secgranholm
@ladalavara
@ryanstruyk
@jennijones43
@mremez
@scfehr1

Top hashtags:
#iucncongress
#dajjalerahasbegun
#محبت_مافیا
#نماز_قائم_کرو
#mpaguide
#pasteuract

Description:
Description
The graph represents a network of 6,179 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, 16 September 2021 at 02:12 UTC.

The requested start date was Thursday, 16 September 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 13-day, 21-hour, 51-minute period from Thursday, 02 September 2021 at 00:08 UTC to Wednesday, 15 September 2021 at 22:00 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 : 6179
Unique Edges : 3021
Edges With Duplicates : 8364
Total Edges : 11385
Number of Edge Types : 5
Tweet : 775
Retweet : 3823
MentionsInRetweet : 4557
Mentions : 1591
Replies to : 639
Self-Loops : 816
Reciprocated Vertex Pair Ratio : 0.0136341503002759
Reciprocated Edge Ratio : 0.0269015212169736
Connected Components : 938
Single-Vertex Connected Components : 377
Maximum Vertices in a Connected Component : 2249
Maximum Edges in a Connected Component : 5667
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.331917
Graph Density : 0.00016359361282335
Modularity : 0.548807
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,179 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, 16 September 2021 at 02:12 UTC.

The requested start date was Thursday, 16 September 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 13-day, 21-hour, 51-minute period from Thursday, 02 September 2021 at 00:08 UTC to Wednesday, 15 September 2021 at 22:00 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:
[42] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[29] https://www.pewtrusts.org/research-and-analysis/issue-briefs/2021/08/how-fda-regulates-artificial-intelligence-in-medical-products
[21] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[17] https://www.pewforum.org/fact-sheet/public-opinion-on-abortion/
[11] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/08/a-primer-on-rural-broadband-deployment
[9] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/09/the-state-pension-funding-gap-plans-have-stabilized-in-wake-of-pandemic
[9] https://www.pewresearch.org/fact-tank/2021/09/09/key-facts-about-u-s-latinos-for-national-hispanic-heritage-month/
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/09/new-framework-helps-to-clearly-define-marine-protections-and-benefits
[9] https://www.pewforum.org/2013/04/30/the-worlds-muslims-religion-politics-society-beliefs-about-sharia/

Top URLs in Tweet in G1:
[1] https://twitter.com/disclosetv/status/1435304854222741520

Top URLs in Tweet in G2:
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/08/13/colorado-leads-states-in-protecting-wildlife-migration-corridors?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/04/29/chile-adopts-international-certification-standards-for-management-of-protected-areas?utm_campaign=conservation_chpt________&utm_source=twitter_environment&utm_medium=social&utm_content=video_canbeexample____video_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/10/behind-the-quest-to-protect-the-unique-life-around-deep-sea-vents
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/08/30/suspension-of-bull-kelp-harvest-could-help-address-climate-driven-collapse-of-vital-marine-algae?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_coastalhabitats____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/01/enhanced-monitoring-and-enforcement-needed-to-improve-sustainability-of-international-fisheries?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/09/new-framework-helps-to-clearly-define-marine-protections-and-benefits?utm_campaign=conservation_pbol___30x30_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpabestpractices____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/01/enhanced-monitoring-and-enforcement-needed-to-improve-sustainability-of-international-fisheries?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/10/barbados-seeks-to-lead-in-protecting-coastal-waters-and-the-high-seas?utm_campaign=conservation_olhs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/01/with-ambitious-conservation-action-governments-can-help-nature-and-people-thrive?utm_campaign=conservation_pbol___iucn2021_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/02/studies-show-powerful-benefits-of-fully-protected-ocean-areas?utm_campaign=conservation_pbol_oceans__iucn2021_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G3:
[8] https://medium.com/pew-research-center-decoded/how-many-taiwanese-live-in-the-u-s-its-not-an-easy-question-to-answer-315c042839dc
[6] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/?utm_content=buffer8222d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/
[4] https://www.pewresearch.org/fact-tank/2021/09/09/how-pew-research-center-has-dealt-with-the-challenges-of-international-polling-during-the-pandemic/?utm_content=bufferdb70f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/?utm_content=buffer60678&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pewresearch.org/fact-tank/2021/09/09/how-pew-research-center-has-dealt-with-the-challenges-of-international-polling-during-the-pandemic/
[3] https://www.taiwaneseamerican.org/2021/09/pew-research-reissues-report-on-asian-americans-after-misrepresenting-taiwanese-americans/
[3] https://ifttt.com/applets/xt6PZVGk-get-a-weekly-digest-of-new-pew-research-content
[2] https://www.pewresearch.org/fact-tank/2021/09/09/how-pew-research-center-has-dealt-with-the-challenges-of-international-polling-during-the-pandemic/?utm_content=bufferf9fe9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://medium.com/pew-research-center-decoded/analyzing-international-survey-data-with-the-pewmethods-r-package-3b0b21cba607?source=social.tw&_branch_match_id=884794402670588110&utm_content=bufferbc5ff&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[20] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[8] https://www.pewresearch.org/fact-tank/2021/09/09/key-facts-about-u-s-latinos-for-national-hispanic-heritage-month/
[4] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[4] https://www.washingtonpost.com/climate-environment/2021/09/14/climate-change-threat/
[3] https://www.pewresearch.org/fact-tank/2021/05/06/about-six-in-ten-americans-say-abortion-should-be-legal-in-all-or-most-cases/
[3] https://www.pewresearch.org/fact-tank/2021/08/30/partisan-divides-in-media-trust-widen-driven-by-a-decline-among-republicans/
[3] https://www.pewresearch.org/politics/2021/09/02/two-decades-later-the-enduring-legacy-of-9-11/
[3] http://www.zusia.com/
[3] https://www.pewresearch.org/fact-tank/2021/08/13/migrant-encounters-at-u-s-mexico-border-are-at-a-21-year-high/
[3] https://www.pewresearch.org/fact-tank/2021/09/07/how-do-people-in-the-u-s-take-pew-research-center-surveys-anyway/

Top URLs in Tweet in G5:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/01/with-ambitious-conservation-action-governments-can-help-nature-and-people-thrive

Top URLs in Tweet in G6:
[9] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/08/a-primer-on-rural-broadband-deployment
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/09/09/in-person-workers-are-slow-to-return-to-jobs-data-shows
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/09/01/rural-hospitals-cant-find-the-nurses-they-need-to-fight-covid
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/09/08/democrats-gop-push-back-against-partisan-election-audits
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/09/13/lawmakers-rethink-mask-policies-as-more-kids-quarantine
[6] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/local-spending-on-jails-tops-$25-billion-in-latest-nationwide-data?utm_campaign=communities_psp_covid&utm_source=twitter_states&utm_medium=social&utm_content=issuebrief_changeneeded__gif&utm_term=problem
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/09/new-framework-helps-to-clearly-define-marine-protections-and-benefits
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/09/02/states-have-money-to-spend-on-mental-health-but-it-may-not-last
[6] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/09/the-state-pension-funding-gap-plans-have-stabilized-in-wake-of-pandemic
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/01/covid19-deals-setback-to-all-states-employment-rates

Top URLs in Tweet in G7:
[2] https://www.prri.org/research/religious-vaccines-covid-vaccination/
[2] https://www.pewforum.org/2021/01/14/measuring-religion-in-pew-research-centers-american-trends-panel/
[1] https://www.prri.org/research/prri-ifyc-covid-vaccine-religion-report/

Top URLs in Tweet in G8:
[2] https://opiniontoday.com/2021/09/03/majorities-of-americans-say-unions-have-a-positive-effect-on-u-s-and-that-decline-in-union-membership-is-bad/
[1] https://opiniontoday.com/2021/09/15/majority-in-u-s-says-public-health-benefits-of-covid-19-restrictions-worth-the-costs-even-as-large-shares-also-see-downsides/
[1] https://opiniontoday.com/2021/09/14/in-response-to-climate-change-citizens-in-advanced-economies-are-willing-to-alter-how-they-live-and-work/
[1] https://www.pewresearch.org/global/2021/09/14/in-response-to-climate-change-citizens-in-advanced-economies-are-willing-to-alter-how-they-live-and-work/

Top URLs in Tweet in G9:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4437973/
[1] https://www.aauw.org/resources/research/simple-truth/
[1] https://blog.dol.gov/2021/03/19/5-facts-about-the-state-of-the-gender-pay-gap
[1] https://www.forbes.com/sites/tomspiggle/2021/05/25/the-gender-pay-gap-why-its-still-here/
[1] https://www.huffpost.com/entry/only-six-percent-of-scien_n_229382
[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/?amp=1

Top URLs in Tweet in G10:
[1] https://www.hrw.org/world-report/2020/country-chapters/bangladesh
[1] https://www.hrw.org/world-report/2020/country-chapters/pakistan

Top Domains
Top Domains in Tweet in Entire Graph:
[440] pewtrusts.org
[225] pewresearch.org
[66] twitter.com
[49] opindia.com
[48] pewforum.org
[18] t.co
[14] medium.com
[11] trib.al
[10] washingtonpost.com
[10] atlantico.fr

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[86] pewtrusts.org
[3] 3.build
[1] twitter.com
[1] pewresearch.org
[1] happyeconews.com

Top Domains in Tweet in G3:
[29] pewresearch.org
[12] medium.com
[5] twitter.com
[3] taiwaneseamerican.org
[3] ifttt.com
[1] ampproject.org
[1] app.link
[1] informeticplus.com
[1] cnn.com
[1] com.br

Top Domains in Tweet in G4:
[107] pewresearch.org
[32] pewtrusts.org
[30] twitter.com
[6] washingtonpost.com
[5] linkedin.com
[4] opindia.com
[4] pewforum.org
[4] trib.al
[4] pewsocialtrends.org
[3] zusia.com

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

Top Domains in Tweet in G6:
[273] pewtrusts.org
[18] t.co
[2] webex.com
[1] twitter.com
[1] pewresearch.org
[1] delaware.gov

Top Domains in Tweet in G7:
[3] prri.org
[2] pewforum.org

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

Top Domains in Tweet in G9:
[2] nih.gov
[1] aauw.org
[1] dol.gov
[1] forbes.com
[1] huffpost.com
[1] pewresearch.org

Top Domains in Tweet in G10:
[2] hrw.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] iucncongress
[38] dajjalerahasbegun
[38] محبت_مافیا
[38] نماز_قائم_کرو
[33] mpaguide
[26] pasteuract
[26] stopplayingwithstudentfuture
[25] covid19
[25] mpas
[20] antibiotics



Top Hashtags in Tweet in G1:
[1] v4

Top Hashtags in Tweet in G2:
[43] iucncongress
[31] mpaguide
[24] mpas
[6] mpa
[5] wildlifemigration
[4] highseas
[4] infrastructure
[4] 30x30
[2] copolitics
[2] covid19

Top Hashtags in Tweet in G3:
[8] writeintaiwanese
[8] taiwaneseamericans
[4] sharialaw
[3] socialmedia
[3] wednesdaythought
[2] polarização
[2] pandemia
[2] pesquisa
[1] climate
[1] research

Top Hashtags in Tweet in G4:
[15] connectednation
[4] borderobserver
[3] socialmedia
[3] technology
[3] zusia
[2] sw2007
[2] faq
[2] illegals
[2] dhs
[2] quiktake

Top Hashtags in Tweet in G6:
[24] pasteuract
[20] antibiotics
[18] covid19
[16] opioid
[13] post2020
[8] laborday
[8] pensions
[7] state
[7] funding
[6] cjreform

Top Hashtags in Tweet in G8:
[4] climatechange
[1] noplanetb
[1] texasabortionlaw
[1] texastaliban
[1] texasabortionban
[1] goptaliban

Top Words
Top Words in Tweet in Entire Graph:
[3017] pew
[2947] research
[1201] center
[1133] americans
[971] 30
[688] according
[599] poll
[574] country
[574] support
[554] majority

Top Words in Tweet in G1:
[486] elderly
[486] afghan
[486] child
[486] brides
[486] country
[481] cortessteve
[270] 40
[269] 30
[269] billion
[269] bring

Top Words in Tweet in G2:
[480] pewenvironment
[243] ocean
[220] marine
[161] more
[161] climate
[136] unregulated
[134] protect
[132] change
[131] fishing
[129] under

Top Words in Tweet in G3:
[386] pewresearch
[353] pew
[339] research
[295] center
[278] remember
[278] americans
[276] much
[275] 11
[274] 30
[273] 93

Top Words in Tweet in G4:
[424] pew
[391] research
[320] ù
[248] center
[95] î
[87] ø
[78] americans
[74] according
[64] ì
[57] survey

Top Words in Tweet in G5:
[369] breaking
[369] pew
[369] research
[369] poll
[369] shows
[369] majority
[369] americans
[369] support
[369] president
[369] decision

Top Words in Tweet in G6:
[203] pewtrusts
[119] pewstates
[93] states
[68] state
[65] more
[59] pewhealth
[55] need
[51] year
[45] last
[45] help

Top Words in Tweet in G7:
[300] under
[300] 30
[300] years
[300] old
[156] ryanstruyk
[151] according
[150] 81
[150] democrats
[150] gotten
[150] vaccinated

Top Words in Tweet in G8:
[208] americans
[196] black
[196] stem
[119] research
[118] pew
[98] according
[98] hold
[98] jobs
[98] 24
[98] those

Top Words in Tweet in G9:
[10] pew
[10] research
[4] mothers
[4] more
[3] center
[3] poll
[3] tripwireint
[2] ladyfey12
[2] jencages
[2] bls_gov

Top Words in Tweet in G10:
[3] pew
[3] research
[2] jim_cornelius
[2] eveningperson
[2] schnoogsl

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2789] pew,research
[1197] research,center
[491] elderly,afghan
[491] child,brides
[428] president,biden
[418] research,poll
[414] americans,support
[412] according,pew
[396] majority,americans
[388] poll,shows

Top Word Pairs in Tweet in G1:
[486] elderly,afghan
[486] child,brides
[270] country,40
[269] 30,billion
[269] billion,bring
[269] bring,elderly
[269] afghan,sickos
[269] sickos,child
[269] brides,country
[269] 40,population

Top Word Pairs in Tweet in G2:
[132] climate,change
[129] ocean,under
[129] under,pressure
[129] plastic,pollution
[129] unregulated,fishing
[128] pressure,climate
[128] change,marine
[128] marine,plastic
[128] pollution,illegal
[128] illegal,unregulated

Top Word Pairs in Tweet in G3:
[335] pew,research
[294] research,center
[274] center,pewresearch
[273] 93,americans
[273] americans,age
[273] age,30
[273] 30,older
[273] older,remember
[273] remember,exactly
[273] exactly,11

Top Word Pairs in Tweet in G4:
[368] pew,research
[248] research,center
[186] ù,ù
[70] î,î
[51] according,pew
[47] ù,ø
[32] ì,ì
[32] ì,ù
[31] ø,ù
[29] center,survey

Top Word Pairs in Tweet in G5:
[369] breaking,pew
[369] pew,research
[369] research,poll
[369] poll,shows
[369] shows,majority
[369] majority,americans
[369] americans,support
[369] support,president
[369] decision,end
[368] occupydemocrats,breaking

Top Word Pairs in Tweet in G6:
[33] prime,age
[30] last,year
[26] use,disorder
[24] employment,rate
[24] rate,prime
[21] personal,income
[21] age,workers
[18] #pasteuract,aims
[17] infrastructure,bill
[17] state,local

Top Word Pairs in Tweet in G7:
[300] under,30
[300] 30,years
[300] years,old
[150] 81,democrats
[150] democrats,under
[150] old,gotten
[150] gotten,vaccinated
[150] vaccinated,vs
[150] vs,45
[150] 45,republicans

Top Word Pairs in Tweet in G8:
[196] black,americans
[118] pew,research
[98] according,pew
[98] research,black
[98] americans,hold
[98] hold,stem
[98] stem,jobs
[98] jobs,24
[98] 24,black
[98] americans,those

Top Word Pairs in Tweet in G9:
[10] pew,research
[3] research,center
[2] pewresearch,recent
[2] recent,study
[2] study,conducted
[2] conducted,pew
[2] center,found
[2] found,stay
[2] stay,home
[2] home,mothers

Top Word Pairs in Tweet in G10:
[2] pew,research

Top Replied-To
Top Replied-To in Entire Graph:
@wilfredquadros
@lana73370071
@vik1857
@pewresearch
@aksharaaa_
@khushboosayys
@rothschild2marc
@laurenboebert
@reduxtv
@stephenking

Top Replied-To in G2:
@brontyman
@davidjvivas1
@scccl

Top Replied-To in G3:
@vik1857
@pewresearch
@agnisrivathsa
@chadsumitmishra
@arifaajakia
@dancrenshawtx
@shimminykricket
@dinasrinivasan

Top Replied-To in G7:
@reduxtv
@erinbiba
@bsviggy
@redpainter1
@wilson__valdez
@otterruin
@aspect_ow

Top Replied-To in G8:
@js_edit
@dhershiser
@joenbc
@azardey3

Top Replied-To in G9:
@blorean21
@tekla_too
@shanoawarrior
@eskimolady92
@thelivingkira
@silvereyes04
@alsadius
@notabrokenthing
@lilagracerose

Top Replied-To in G10:
@garychef2
@speitsch
@euoutta

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@cortessteve
@pewresearch
@occupydemocrats
@larrysabato
@pewtrusts
@ryanstruyk
@pewstates
@secgranholm
@hotlinejosh

Top Mentioned in G1:
@cortessteve
@ync1994
@v4report

Top Mentioned in G2:
@pewenvironment
@iucn
@californiadfw
@lizruther
@pewtrusts
@sciencemagazine
@donabertarelli
@pewstates
@peweurope
@conaf_minagri

Top Mentioned in G3:
@pewresearch
@larrysabato
@johngramlich
@ketagalanmedia
@taiwaneseam_org
@taclorg
@pewmethods
@wearytolove
@starsandstripes
@tedvangreen

Top Mentioned in G4:
@benignovito
@jason16229780
@seashelldigital

Top Mentioned in G5:
@occupydemocrats
@pewtrusts

Top Mentioned in G6:
@pewtrusts
@pewstates
@pewhealth
@saveantibiotics
@sentoddyoung
@senatorbennet
@km_dewit
@pewenvironment
@unbiodiversity
@sueurahn

Top Mentioned in G7:
@ryanstruyk
@ceciladkins
@aspect_ow
@oneunderscore__
@occupydemocrats
@rachel_maria65
@redpainter1
@reduxtv

Top Mentioned in G8:
@secgranholm
@opiniontoday
@beachygal77
@gisp_tweets
@larrysabato
@pewresearch
@occupydemocrats
@thetonymichaels

Top Mentioned in G9:
@tripwireint
@ladyfey12
@jencages
@bls_gov
@pewresearch
@simpleargonian
@meljonesladadee
@m_dewinter1844
@paulicavanaugh
@sierradeciduous

Top Mentioned in G10:
@jim_cornelius
@eveningperson
@schnoogsl
@andyfarnell07
@thefactroom
@iancrichton4
@damienxtr
@jennifercoogan1
@bellagio_bound
@stoneybe1

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@robinsnewswire
@mistersalesman
@matiere
@solutioneer72
@innovativehindu
@kat4obama
@xaelbot
@billm9
@_redfrog

Top Tweeters in G1:
@patriotmarie
@dclarediane
@bolderthanmost
@tres444
@beank511
@elizbethlmaness
@sigstarget
@jimw_in_nm
@noprezzie2012
@bonbee81

Top Tweeters in G2:
@_redfrog
@minhkular
@brontyman
@lorettabower3
@rodneyclaeys
@mrkalman
@sustaintrends
@petchary
@charluv2011
@sampson_elaine

Top Tweeters in G3:
@solutioneer72
@gracemurphy2
@amyayers16
@kristafrances
@maryalicebisho2
@npsusa
@rebellegrrl
@deathtocrazy
@mdjacksondallas
@anakreontyk

Top Tweeters in G4:
@robinsnewswire
@matiere
@usrealitycheck
@firstpost
@memeorandum
@shehzadyounis
@janniaragon
@suriyasubraman
@fox6now
@writerjvp

Top Tweeters in G5:
@stockguy61
@pgrandee10
@mikereesem
@argusc
@pookoo_2000
@karenattaylor
@vainsovain
@catlovercares
@buckysmiles
@jhy001

Top Tweeters in G6:
@dgendvil
@viralvideovlogs
@reuters
@artificialbra1n
@mary_swilling
@godfrey_g_
@suzanneinlgb
@litlgrey
@jennykim
@prison_health

Top Tweeters in G7:
@dichristine
@morgfair
@_silversmith
@castonchris
@deepvard
@zentaoprincess
@srauer20
@allan_straarup
@rachel_maria65
@demfromct

Top Tweeters in G8:
@kat4obama
@antipandemonium
@avonan
@vmbritsch
@cece_23spalding
@aowd25
@reesetheone1
@kindlee55
@rockshrimp
@sherijr

Top Tweeters in G9:
@vickie627
@pattysmattyvt
@jencages
@vincegottalotta
@medwoman1
@katsimkhovitch
@oneiorosgrip
@nbrink77
@rainmc
@mariejo45528473

Top Tweeters in G10:
@jrtomlinauthor
@cathyby
@tobedecided22
@jim_cornelius
@andrewknight226
@vivamjm
@roblev0
@rec777777
@leftbehindpoet
@davidmetroland


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