NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

pew research_2021-06-02_19-07-56.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
June 03, 2021
Short Description:
pew research via NodeXL https://bit.ly/3cg4a2H
@pewtrusts
@pewenvironment
@pewresearch
@pewstates
@familyunequal
@mcdptexas
@catholic4choice
@pewhealth
@bbarrettnc
@leesplez

Top hashtags:
#highseas
#fact
#boreal
#transshipment
#mpas
#biodiversityday
#covid
#covid19

Description:
Description
The graph represents a network of 3,937 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 June 2021 at 02:11 UTC.

The requested start date was Thursday, 03 June 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, 52-minute period from Thursday, 20 May 2021 at 00:10 UTC to Wednesday, 02 June 2021 at 22:03 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 : 3937
Unique Edges : 2203
Edges With Duplicates : 4921
Total Edges : 7124
Number of Edge Types : 5
Retweet : 2137
MentionsInRetweet : 2624
Mentions : 1264
Tweet : 743
Replies to : 356
Self-Loops : 770
Reciprocated Vertex Pair Ratio : 0.0153184627788229
Reciprocated Edge Ratio : 0.0301746956061408
Connected Components : 806
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 1027
Maximum Edges in a Connected Component : 3139
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.558209
Graph Density : 0.000243804349397317
Modularity : 0.53628
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,937 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 June 2021 at 02:11 UTC.

The requested start date was Thursday, 03 June 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, 52-minute period from Thursday, 20 May 2021 at 00:10 UTC to Wednesday, 02 June 2021 at 22:03 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:
[39] https://www.theverge.com/2021/5/26/22454633/pew-research-american-attitudes-climate-change-fossil-fuels-renewable-energy
[33] https://notthebee.com/article/pew-study-indicates-leftism-is-literally-a-mental-illness-
[20] https://www.theverge.com/2021/5/26/22454633/pew-research-american-attitudes-climate-change-fossil-fuels-renewable-energy?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[17] https://www.moneycontrol.com/news/business/economy/indias%e2%80%8a-middle%e2%80%8a-class-shrank-by-32-million-in-2020-pew-research-report-6960471.html
[17] https://doorbraak.be/ruud-koopmans-we-moeten-religieus-fundamentalisme-veel-strenger-aanpakken/
[16] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/24/gop-governors-move-to-end-covid-benefits-hits-hard-in-rural-america
[16] https://familyinequality.wordpress.com/2021/05/26/open-letter-to-the-pew-research-center-on-generation-labels/
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/20/california-lacks-federal-firefighters-as-dangerous-season-looms
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/19/after-capitol-riot-some-states-turn-to-civics-education
[13] https://carjiescott.com/2018/06/17/cdc-report-on-fathers-involvement-proves-that-black-dads-are-most-involved-and-the-pew-research-center-reports-that-the-role-of-the-american-dad-is-changing/

Top URLs in Tweet in G1:
[21] https://www.theverge.com/2021/5/26/22454633/pew-research-american-attitudes-climate-change-fossil-fuels-renewable-energy
[7] https://www.jpost.com/opinion/pew-us-jewry-is-shifting-profoundly-chabad-is-on-rise-669549
[5] https://www.theverge.com/2021/5/26/22454633/pew-research-american-attitudes-climate-change-fossil-fuels-renewable-energy?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.worldoil.com/news/2021/5/28/majority-of-us-opposes-phasing-out-fossil-fuels-pew-research-center-poll-shows
[3] https://www.pewresearch.org/fact-tank/2021/05/21/a-third-of-large-u-s-newspapers-experienced-layoffs-in-2020-more-than-in-2019/
[3] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/
[3] https://www.pewresearch.org/science/2021/05/26/gen-z-millennials-stand-out-for-climate-change-activism-social-media-engagement-with-issue/
[2] https://www.businesstoday.in/current/economy-politics/india-middle-class-shrinks-by-32-million-due-to-covid-19-pew-research/story/435338.html
[2] 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
[2] 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/

Top URLs in Tweet in G2:
[10] 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=___
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/20/how-much-do-you-know-about-recycling-and-composting-plastic?utm_campaign=conservation_popl_oceans_______&utm_source=twitter_eu&utm_medium=social&utm_content=quiz/survey_plasticwavegrowing____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/19/transshipment-in-the-indian-ocean-needs-management-reform?utm_campaign=conservation_intf_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_transshipment____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/07/to-achieve-30-ocean-protection-governments-can-look-beyond-conventional-tools?utm_campaign=conservation_pbol_oceans_habitatprotection______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___summary
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/20/how-much-do-you-know-about-recycling-and-composting-plastic?utm_campaign=conservation_popl_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_plasticwavegrowing____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/21/how-much-do-you-know-about-life-in-the-high-seas?utm_campaign=conservation_olhs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/20/whales-generate-and-promote-life?utm_campaign=conservation_chpt________&utm_source=twitter_environment&utm_medium=social&utm_content=article_marineleader____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/20/how-much-do-you-know-about-biological-diversity-in-canada?utm_campaign=conservation_clco_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=quiz/survey_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/28/repairs-are-underway-from-largest-investment-in-national-parks-in-over-60-years?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/12/expanded-marine-protections-benefited-hawaii-tuna-fishery-study-shows?utm_campaign=conservation_pbol_oceans_fisheriesmanagement______&utm_source=twitter_environment&utm_medium=social&utm_content=article_econbenefits____linkcard_&utm_term=___goodnews

Top URLs in Tweet in G3:
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/19/after-capitol-riot-some-states-turn-to-civics-education
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/20/california-lacks-federal-firefighters-as-dangerous-season-looms
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/24/gop-governors-move-to-end-covid-benefits-hits-hard-in-rural-america
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/20/laws-to-curb-surprise-medical-bills-might-be-inflating-health-care-costs
[8] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/20/how-much-do-you-know-about-recycling-and-composting-plastic
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/06/01/more-states-expand-the-ballot-to-previously-incarcerated
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/23/flawed-noaa-proposal-too-weak-to-help-endangered-right-whales
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/03/02/canada-announces-strong-measures-to-help-endangered-north-atlantic-right-whales
[6] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2021/05/3-key-components-define-effective-state-broadband-programs
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/06/01/coral-reef-and-coastal-wetlands-protections-can-help-communities-withstand-climate-impacts

Top URLs in Tweet in G4:
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/13/texas-governor-signs-cocktails-to-go-bill-into-law?utm_campaign=financeandeconomy_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelineupdate_general____linkcard_&utm_term=___policytrend
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/21/race-and-research-america-today?utm_campaign=trends_atf_artsandculture__atfrace_____&utm_source=fb-li-tw_atfguest&utm_medium=social&utm_content=podcast_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2021/05/municipal-pension-funding-increased-in-recent-years-but-challenges-remain?utm_campaign=financeandeconomy_psrs_retirement_statedata______&utm_source=twitter_states&utm_medium=social&utm_content=factsheet_underfunded____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/17/michigan-finalizes-rules-expanding-access-to-dental-care?utm_campaign=health_dntl_healthcare_localpolicy______&utm_source=twitter_health&utm_medium=social&utm_content=article_dentaltherapy____linkcard_&utm_term=___
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/26/nursing-home-covid-deaths-lead-to-state-staffing-rules
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/05/17/states-total-rainy-day-funds-fall-for-first-time-since-great-recession
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/24/gop-governors-move-to-end-covid-benefits-hits-hard-in-rural-america
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/20/california-lacks-federal-firefighters-as-dangerous-season-looms
[3] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/05/25/more-states-consider-automatic-criminal-record-expungement
[3] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/06/harms-linked-to-unapproved-stem-cell-interventions-highlight-need-for-greater-fda-enforcement

Top URLs in Tweet in G6:
[6] https://docs.google.com/forms/d/e/1FAIpQLSecsM1JavYMlNI-XlKDYngFKsEFBGFs_imv7R5KO8e15NYeCg/viewform?usp=send_form
[6] https://familyinequality.wordpress.com/2021/05/25/draft-open-letter-to-the-pew-research-center-on-generation-labels/
[6] https://familyinequality.wordpress.com/2021/05/26/open-letter-to-the-pew-research-center-on-generation-labels/
[5] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/Computational-Social-Scientist_R001184
[3] https://docs.google.com/spreadsheets/d/1N3mWlpwJmZPmvArVrNfI28cI_HuYASAblg1GmcViofc
[2] https://medium.com/pew-research-center-decoded/introducing-pewmethods-an-r-package-for-working-with-survey-data-97601a250a46
[2] https://thejewishvoice.com/2021/05/jewish-americans-in-2020-a-new-pew-research-center-survey/
[1] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/job/Washington-DC-Pew-Research-Center/International-Survey-Methodologist_R001168
[1] https://www.pewresearch.org/politics/2021/06/02/most-americans-favor-the-death-penalty-despite-concerns-about-its-administration/
[1] https://docs.google.com/spreadsheets/d/1N3mWlpwJmZPmvArVrNfI28cI_HuYASAblg1GmcViofc/edit?usp=sharing

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/fact-tank/2021/03/18/in-the-pandemic-indias-middle-class-shrinks-and-poverty-spreads-while-china-sees-smaller-changes/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/science/2020/12/03/intent-to-get-a-covid-19-vaccine-rises-to-60-as-confidence-in-research-and-development-process-increases/

Top Domains
Top Domains in Tweet in Entire Graph:
[529] pewtrusts.org
[145] pewresearch.org
[73] theverge.com
[53] twitter.com
[33] notthebee.com
[30] wordpress.com
[18] moneycontrol.com
[17] jpost.com
[17] doorbraak.be
[13] carjiescott.com

Top Domains in Tweet in G1:
[82] pewresearch.org
[34] pewtrusts.org
[29] theverge.com
[25] twitter.com
[11] jpost.com
[7] linkedin.com
[7] tweetedtimes.com
[6] wordpress.com
[6] worldoil.com
[4] pewsocialtrends.org

Top Domains in Tweet in G2:
[112] pewtrusts.org
[1] twitter.com

Top Domains in Tweet in G3:
[228] pewtrusts.org
[8] t.co
[2] healthcare.gov
[1] twitter.com
[1] newsweek.com
[1] pewresearch.org

Top Domains in Tweet in G4:
[137] pewtrusts.org
[3] opiniontoday.com

Top Domains in Tweet in G6:
[12] wordpress.com
[10] google.com
[6] myworkdayjobs.com
[4] medium.com
[2] pewresearch.org
[2] thejewishvoice.com
[1] twitter.com
[1] journalism.org
[1] mundoislam.com
[1] pewforum.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[44] highseas
[31] fact
[25] boreal
[22] transshipment
[21] mpas
[21] biodiversityday
[21] covid
[20] covid19
[20] americanrescueplan
[20] mpa



Top Hashtags in Tweet in G1:
[3] technology
[2] b2bmarketing
[2] borderobserver
[2] technews
[2] climatechange
[2] fossilfuels
[2] today
[2] topstory
[2] followers
[2] rt

Top Hashtags in Tweet in G2:
[42] highseas
[28] fact
[21] transshipment
[20] mpa
[16] iuu
[16] biodiversityday
[15] mpas
[10] portstatemeasures
[8] iotc
[8] boreal

Top Hashtags in Tweet in G3:
[7] covid19
[7] americanrescueplan
[6] mpas
[6] oceanconservation
[6] globalfishingwatch
[6] broadband
[5] phillystateofthecity
[5] philadelphia
[4] biodiversityday
[4] recycling

Top Hashtags in Tweet in G4:
[21] covid
[15] antibiotic
[13] americanrescueplan
[13] covid19
[10] opioid
[6] superbug
[6] pandemic
[6] farms
[5] broadband
[5] buprenorphine

Top Hashtags in Tweet in G6:
[7] étatsunis
[1] blm
[1] sciencematters
[1] leadership
[1] datos
[1] musulmanes
[1] crecimiento

Top Words
Top Words in Tweet in Entire Graph:
[1801] pew
[1692] research
[671] center
[437] pewenvironment
[436] more
[387] study
[344] mental
[340] according
[309] 50
[305] pewtrusts

Top Words in Tweet in G1:
[369] pew
[340] research
[183] center
[106] more
[105] americans
[77] according
[40] 2020
[39] believe
[38] people
[38] survey

Top Words in Tweet in G2:
[417] pewenvironment
[188] marine
[107] protected
[99] areas
[94] ocean
[89] biodiversity
[89] safeguarding
[83] critical
[83] quiz
[82] tool

Top Words in Tweet in G3:
[239] pewtrusts
[63] more
[43] states
[30] help
[28] data
[26] key
[25] billion
[23] bad
[23] california
[23] health

Top Words in Tweet in G4:
[127] states
[105] pewstates
[50] health
[45] day
[44] more
[37] end
[35] pewtrusts
[34] funds
[34] pewhealth
[33] pandemic

Top Words in Tweet in G5:
[169] democrats
[169] quiet
[169] pew
[169] research
[169] study
[169] found
[169] over
[169] 50
[169] liberal
[169] white

Top Words in Tweet in G6:
[96] research
[84] social
[74] pew
[72] pewresearch
[60] computational
[60] scientist
[60] center
[54] generation
[54] labels
[51] letter

Top Words in Tweet in G7:
[106] india
[53] accounts
[53] nearly
[53] 60
[53] global
[53] increase
[53] poverty
[53] 2020
[53] poorest
[53] incomes

Top Words in Tweet in G8:
[7] saline_trick
[7] ldog562
[7] bernadettentf
[7] kerirn
[7] hondoresists
[7] 62walterp
[7] keraz37
[7] gdthor1
[7] ronnilaurie
[7] zazzybritches

Top Words in Tweet in G10:
[2] israeli
[2] arabs

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1555] pew,research
[666] research,center
[240] research,study
[224] mental,illness
[214] according,pew
[210] over,50
[193] study,found
[179] liberal,white
[178] 50,liberal
[174] found,over

Top Word Pairs in Tweet in G1:
[323] pew,research
[182] research,center
[52] according,pew
[37] fossil,fuels
[35] climate,change
[32] americans,believe
[31] more,americans
[27] believe,climate
[27] change,still
[27] still,quit

Top Word Pairs in Tweet in G2:
[97] marine,protected
[97] protected,areas
[82] pewenvironment,marine
[69] take,quiz
[68] safeguarding,biodiversity
[56] quiz,test
[54] areas,critical
[54] critical,aren
[54] aren,tool
[54] tool,safeguarding

Top Word Pairs in Tweet in G3:
[14] break,down
[14] much,know
[13] nature,based
[13] climate,change
[13] capitol,riot
[13] riot,states
[13] states,turn
[13] turn,civics
[13] civics,education
[13] education,pewtrusts

Top Word Pairs in Tweet in G4:
[30] mental,health
[26] rainy,day
[26] day,funds
[26] 22,states
[21] states,republican
[21] republican,governors
[21] governors,plan
[21] plan,end
[21] end,extra
[21] extra,federal

Top Word Pairs in Tweet in G5:
[169] democrats,quiet
[169] quiet,pew
[169] pew,research
[169] research,study
[169] study,found
[169] found,over
[169] over,50
[169] 50,liberal
[169] liberal,white
[169] white,woman

Top Word Pairs in Tweet in G6:
[63] pew,research
[60] computational,social
[60] social,scientist
[60] research,center
[54] generation,labels
[47] open,letter
[47] letter,pew
[44] center,generation
[34] data,labs
[27] team,searching

Top Word Pairs in Tweet in G7:
[53] india,accounts
[53] accounts,nearly
[53] nearly,60
[53] 60,global
[53] global,increase
[53] increase,poverty
[53] poverty,2020
[53] 2020,poorest
[53] poorest,india
[53] india,incomes

Top Word Pairs in Tweet in G8:
[7] saline_trick,ldog562
[7] ldog562,bernadettentf
[7] bernadettentf,kerirn
[7] kerirn,hondoresists
[7] hondoresists,62walterp
[7] 62walterp,keraz37
[7] keraz37,gdthor1
[7] gdthor1,ronnilaurie
[7] ronnilaurie,zazzybritches
[5] bobbiejanev,saline_trick

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@bubblebathgirl
@pewstates
@pewresearch
@divyaguha
@familyunequal
@donabertarelli
@globalfishwatch
@abc

Top Mentioned in G1:
@hschendera
@limitlessleila
@elotonojh
@canilor
@jerrybuchko
@selfcontainers
@tihtri
@docrussjackson
@joniej2016
@isaiahquintana_

Top Mentioned in G2:
@pewenvironment
@donabertarelli
@peweurope
@globalfishwatch
@pewfixourparks
@pewtrusts
@rhuckeg
@ballenaschile
@natlparkservice
@unbiodiversity

Top Mentioned in G3:
@pewtrusts
@pewenvironment
@pewstates
@grassrootswff
@nibosays
@brookingsmetro
@mhobraczk
@km_dewit
@pewresearch
@erindavis117

Top Mentioned in G4:
@pewstates
@pewtrusts
@pewhealth
@us_fda
@bbarrettnc
@aallyahpatrice
@sleiseca
@brookingsmetro
@richardsonliz
@nasbo

Top Mentioned in G5:
@bubblebathgirl

Top Mentioned in G6:
@pewresearch
@familyunequal
@j_a_tucker
@pewmethods
@griverorz
@azraisakovic
@dramdaniller
@pewtrusts
@emollick
@pewjournalism

Top Mentioned in G7:
@divyaguha

Top Mentioned in G8:
@ldog562
@bernadettentf
@kerirn
@hondoresists
@62walterp
@keraz37
@gdthor1
@ronnilaurie
@zazzybritches
@bobbiejanev

Top Mentioned in G9:
@timtheous
@barbaragirouard
@wreynolds20
@kelly_charline
@geraldkutney
@paulericmorris
@ejwwest
@brandondaly2018
@a_tethys
@lo_vvriter

Top Mentioned in G10:
@e_neko_san
@hades91117954
@hebmacman
@resist_dwp
@bluegreenberg
@ayntrump
@exposefakestine
@david_starof
@hummusologist
@salviajudaica

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@easy_branches
@robinsnewswire
@zyiteblog
@marciojmsilva
@easyjanjansen
@rjber15
@7b73f39b85e1415
@_redfrog
@coopmike48

Top Tweeters in G1:
@robinsnewswire
@zyiteblog
@marciojmsilva
@maybel65
@ahmadnormaulana
@drpatfarrell
@kervcristo
@jcomm_newsfeeds
@schoensteiner
@lastminutesnews

Top Tweeters in G2:
@_redfrog
@john1966olsen
@minhkular
@dgendvil
@dragontauro
@akaxochi
@ana_captures
@watchdogsniffer
@trudaoceans
@flightbomb

Top Tweeters in G3:
@rcrockett
@cotey_mary
@tinamorphis
@darlene_edw
@raygibbs1
@oasismountain
@mary_swilling
@4everanimalz1
@fieldroamer
@mjoehlerich

Top Tweeters in G4:
@7b73f39b85e1415
@real_infinity95
@kimvie
@hijcp
@suzanneinlgb
@annie5133
@jennykim
@jimmya_shook1s
@craigmatsuda
@jj_angelus

Top Tweeters in G5:
@heathrodgirs
@doubleeagle25
@rdtbook
@sunnyek
@ronmolina
@goldnemovesgold
@daweave
@adevotedyogi
@texasgunsandoil
@2braptured777

Top Tweeters in G6:
@fleming77
@rebellegrrl
@austintobak
@syawal
@circlereader
@mainstreetmuse
@ritaresarian
@82jjc
@codeforpdx
@alexhanna

Top Tweeters in G7:
@juneymb
@aknarne
@unhingedblah
@bugs_punny
@human4justice
@god61284517
@ichiragonly
@crhemanth
@argentum729
@alistrap

Top Tweeters in G8:
@kerirn
@marciabunney
@ronpyke
@mfrance923
@ronnilaurie
@62walterp
@keraz37
@cunningsq16
@impinkestgirl
@bernadettentf

Top Tweeters in G9:
@tan123
@mickgreenhough
@geraldkutney
@dawntj90
@visitor22
@bendynaa
@occupylondon
@ejwwest
@veritatem2021
@jonsaxon67

Top Tweeters in G10:
@savtah8
@scripteladora
@artspeakcentral
@no_jew_hate
@resist_dwp
@p3ng1z
@bluegreenberg
@hebmacman
@rasputinish
@bilmishmish