pew research, Twitter, 3/31/2022 3:17:21 AM, 274011


FAQ | Problem?

pew research_2022-03-30_19-07-56.xlsx
pew research_2022-03-30_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
pew research via NodeXL https://bit.ly/3NLawbE
@pewstates
@kylegriffin1
@pewtrusts
@jackdetsch
@pewenvironment
@pewresearch
@slondree
@axios
@bahepa
@visegrad24

Top hashtags:
#righttorepair
#internationaldayofforests
#ukraine
#highseas
#opioid
#pewmarinefellow

Description:
Description
The graph represents a network of 6,025 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, 31 March 2022 at 02:12 UTC.

The requested start date was Thursday, 31 March 2022 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, 34-minute period from Thursday, 17 March 2022 at 00:24 UTC to Wednesday, 30 March 2022 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 : 6025
Unique Edges : 2783
Edges With Duplicates : 8156
Total Edges : 10939
Number of Edge Types : 5
Retweet : 3616
MentionsInRetweet : 4116
Tweet : 933
Replies to : 542
Mentions : 1732
Self-Loops : 967
Reciprocated Vertex Pair Ratio : 0.00775060282466414
Reciprocated Edge Ratio : 0.0153819859853017
Connected Components : 975
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 2177
Maximum Edges in a Connected Component : 4979
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.234171
Graph Density : 0.000161208554440605
Modularity : 0.542799
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,025 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, 31 March 2022 at 02:12 UTC.

The requested start date was Thursday, 31 March 2022 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, 34-minute period from Thursday, 17 March 2022 at 00:24 UTC to Wednesday, 30 March 2022 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:
[86] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/07/06/tree-the-critical-infrastructure-low-income-neighborhoods-lack?utm_campaign=communities_stl___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=statelinearticle_general____stattile_&utm_term=___
[18] https://www.cnn.com/2022/03/15/politics/congress-asymmetric-polarization-pew-research-center/index.html
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/28/monarch-protections-across-states-aim-to-prevent-federal-rules
[13] https://dailycaller.com/2022/03/24/covid-19-coronavirus-poll-pew-research-elites/
[11] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/17/as-nurses-quit-states-seek-to-train-more
[10] https://www.christianitytoday.com/news/2022/march/return-to-church-plateau-in-person-virtual-pew-research.html
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/18/contentious-fringe-legal-theory-could-reshape-state-election-laws
[9] https://www.pewresearch.org/fact-tank/2022/03/28/young-women-are-out-earning-young-men-in-several-u-s-cities/
[9] https://www.pewresearch.org/politics/2022/03/15/public-expresses-mixed-views-of-u-s-response-to-russias-invasion-of-ukraine/

Top URLs in Tweet in G1:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/10/new-mexico-promises-safer-passage-for-wildlife-and-drivers?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/21/research-identifies-which-wyoming-and-south-dakota-forest-areas?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___

Top URLs in Tweet in G2:
[2] https://www.businessinsider.com/americans-dont-want-kids-birth-rate-pew-research-2021-11
[1] https://www.businessinsider.com/remote-workers-interested-in-working-from-home-pew-research-survey-2022-2

Top URLs in Tweet in G3:
[8] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[7] https://www.christianitytoday.com/news/2022/march/return-to-church-plateau-in-person-virtual-pew-research.html
[6] https://www.pewresearch.org/politics/2022/03/15/public-expresses-mixed-views-of-u-s-response-to-russias-invasion-of-ukraine/
[6] https://www.pewresearch.org/fact-tank/2022/03/09/majority-of-workers-who-quit-a-job-in-2021-cite-low-pay-no-opportunities-for-advancement-feeling-disrespected/
[6] https://www.pewresearch.org/fact-tank/2022/03/28/young-women-are-out-earning-young-men-in-several-u-s-cities/
[4] https://www.inc.com/melissa-angell/working-from-home-worker-disconnect-pew-research.html
[4] https://www.businessinsider.com/remote-workers-interested-in-working-from-home-pew-research-survey-2022-2
[4] https://dailycaller.com/2022/03/24/covid-19-coronavirus-poll-pew-research-elites/
[4] https://www.axios.com/pew-research-multigenerational-household-study-0ce6bad5-98fc-4901-ad67-2081eee1fbad.html
[3] https://www.cnn.com/2022/03/15/politics/congress-asymmetric-polarization-pew-research-center/index.html

Top URLs in Tweet in G4:
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/07/06/tree-the-critical-infrastructure-low-income-neighborhoods-lack?utm_campaign=communities_stl___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=statelinearticle_general____stattile_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/30/budget-agreement-continues-to-drive-overall-increase-in-defense-allocations-to-states
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2022/where-states-get-their-money-fy-2020?utm_campaign=2022-03-02+Rundown&utm_medium=email&utm_s
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/25/health-worker-shortage-forces-states-to-scramble?utm_campaign=health_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___datapoint
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/24/ukraine-war-puts-us-cities-states-on-cyber-alert?utm_campaign=governing_stl________&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___quote
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/03/in-support-of-ukraine-us-governors-cut-economic-ties-with-russia
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/03/how-covid-changed-the-way-city-governments-support-local-businesses
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/07/22/us-agency-prioritizes-sharing-data-on-social-determinants-of-health?utm_campaign=health_hlit________&utm_source=twitter_health&utm_medium=social&utm_content=article_sharingshouldbeeasy____linkcard_&utm_term=___summary
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/14/americas-oral-health-is-improving-thanks-to-better-prevention-expanded-access-to-care?utm_campaign=health_dntl_healthcare_______&utm_source=twitter_health&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___summary
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/21/preparedness-for-future-pandemics-requires-effective-antibiotics?utm_campaign=health_arp________&utm_source=twitter_health&utm_medium=social&utm_content=article_newabxneeded____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[78] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/07/06/tree-the-critical-infrastructure-low-income-neighborhoods-lack?utm_campaign=communities_stl___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=statelinearticle_general____stattile_&utm_term=___
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/28/monarch-protections-across-states-aim-to-prevent-federal-rules
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/17/as-nurses-quit-states-seek-to-train-more
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/25/health-worker-shortage-forces-states-to-scramble
[6] https://www.christianitytoday.com/news/2022/march/return-to-church-plateau-in-person-virtual-pew-research.html?utm_source=twitter&utm_medium=post&utm_campaign=article
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/18/contentious-fringe-legal-theory-could-reshape-state-election-laws
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/24/new-study-underscores-urgent-need-for-new-antibiotics
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/28/to-protect-vast-area-of-pacific-ocean-from-seabed-mining-international-body-should-strengthen-rules
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/15/as-rents-soar-states-take-aim-at-local-zoning-laws
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/29/regional-utility-districts-can-help-fill-gaps-in-broadband-service

Top URLs in Tweet in G6:
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/10/new-mexico-promises-safer-passage-for-wildlife-and-drivers?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/21/research-identifies-which-wyoming-and-south-dakota-forest-areas?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/07/leaders-in-chilean-patagonia-agree-to-strengthen-conservation-and-communities?utm_campaign=conservation_chpt________&utm_source=twitter_environment&utm_medium=social&utm_content=article_gateways____linkcard_&utm_term=___
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/25/high-ranking-defense-official-explains-why-salt-marsh-is-critical-for-military-and-communities?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/03/spawning-reefs-provide-places-for-oysters-to--live-and-reproduce?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=factsheet_oysters____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/16/north-pacific-fisheries-commission-should-guard-against-illegally-caught-fish?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/2022/03/11/to-keep-wildlife-off-roads-and-trails-wyoming-builds-more-crossings?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_migrations____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/14/us-rivers-need-more-protection-and-congress-can-help-now?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_blmforestsvc____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/23/pews-2022-marine-fellows-to-tackle-range-of-projects-to-improve-ocean-health?utm_campaign=conservation_pmf___2022pmfannouncement_____&utm_source=fb-li-tw_partner&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___declarative
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/03/plan-aims-to-save-emblematic-patagonian-otter-from-extinction?utm_campaign=conservation_chpt________&utm_source=twitter_environment&utm_medium=social&utm_content=article_localcollab____linkcard_&utm_term=___

Top URLs in Tweet in G9:
[5] https://www.pewresearch.org/politics/2022/03/15/public-expresses-mixed-views-of-u-s-response-to-russias-invasion-of-ukraine/?utm_content=buffer035cd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[3] https://www.cnn.com/2022/03/15/politics/congress-asymmetric-polarization-pew-research-center/index.html
[1] https://twitter.com/SLondree/status/1507440518762008604?s=20&t=lv6R74kCHgY5pScBMDB6Ow
[1] https://www.pewforum.org/topic/religion/
[1] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/
[1] https://www.pewforum.org/2021/12/14/about-three-in-ten-u-s-adults-are-now-religiously-unaffiliated/
[1] https://www.pewresearch.org/global/2021/06/10/americas-image-abroad-rebounds-with-transition-from-trump-to-biden/
[1] https://amp.cnn.com/cnn/2022/03/15/politics/congress-asymmetric-polarization-pew-research-center/index.html
[1] https://www.washingtonpost.com/opinions/2022/03/10/quitting-workers-strong-economy/

Top Domains
Top Domains in Tweet in Entire Graph:
[451] pewtrusts.org
[209] pewresearch.org
[64] twitter.com
[52] lahza-news.com
[29] cnn.com
[24] christianitytoday.com
[19] searchenginejournal.com
[19] pewforum.org
[19] yougov.com
[16] businessinsider.com

Top Domains in Tweet in G1:
[2] pewtrusts.org

Top Domains in Tweet in G2:
[3] businessinsider.com

Top Domains in Tweet in G3:
[87] pewresearch.org
[52] lahza-news.com
[28] twitter.com
[21] pewtrusts.org
[10] linkedin.com
[10] christianitytoday.com
[10] com.mx
[8] axios.com
[8] businessinsider.com
[7] cnn.com

Top Domains in Tweet in G4:
[135] pewtrusts.org
[2] pewresearch.org
[1] hbr.org
[1] twitter.com
[1] zippia.com
[1] mcknightsseniorliving.com

Top Domains in Tweet in G5:
[195] pewtrusts.org
[13] christianitytoday.com
[12] deseret.com
[4] myworkdayjobs.com
[4] pewresearch.org
[3] app.link
[3] versatilephd.com
[2] inc.com
[2] olir.it
[2] infodocket.com

Top Domains in Tweet in G6:
[79] pewtrusts.org

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

Top Domains in Tweet in G10:
[4] cnn.com
[2] pewforum.org
[2] pewresearch.org
[1] twitter.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[191] righttorepair
[86] internationaldayofforests
[29] ukraine
[23] highseas
[16] opioid
[14] pewmarinefellow
[12] blackcatholicssyllabus
[11] twitter
[10] biden
[9] sotu



Top Hashtags in Tweet in G1:
[4] righttorepair

Top Hashtags in Tweet in G2:
[1] standwithukraine

Top Hashtags in Tweet in G3:
[8] soy
[5] ai
[5] ukraine
[5] socialmedia
[5] media
[4] bbcnews
[4] biden
[3] research
[3] worklife
[3] pewresearch

Top Hashtags in Tweet in G4:
[175] righttorepair
[12] opioid
[9] sotu
[7] internationaldayofforests
[4] scotus
[3] antibioticresistance
[3] cleanenergy
[2] dyk
[2] antibiotics
[2] matact

Top Hashtags in Tweet in G5:
[78] internationaldayofforests
[10] righttorepair
[6] gun
[6] diversity
[6] jobs
[6] washingtondc
[6] childcare
[4] opioid
[3] philadelphia
[2] remotework

Top Hashtags in Tweet in G6:
[23] highseas
[9] pewmarinefellow
[9] iuu
[7] nmleg
[4] takeawalkintheparkday
[4] wildandscenic
[2] npfc
[2] iuufishing
[2] intlforestday
[1] wcpfc

Top Hashtags in Tweet in G7:
[1] kentanjibrownjackson

Top Hashtags in Tweet in G10:
[1] usa
[1] qanoncult
[1] hijabrow
[1] greatresignation
[1] hr

Top Words
Top Words in Tweet in Entire Graph:
[3208] pew
[3094] research
[1625] americans
[1160] poll
[1147] support
[1126] russia
[837] center
[623] adults
[571] military
[556] action

Top Words in Tweet in G1:
[483] pew
[482] research
[481] americans
[480] poll
[480] 85
[480] keep
[480] strict
[480] economic
[480] sanctions
[480] russia

Top Words in Tweet in G2:
[460] russia
[446] pew
[446] research
[441] support
[440] proudsocialist
[439] poll
[439] alarming
[439] 35
[439] americans
[439] taking

Top Words in Tweet in G3:
[471] pew
[461] research
[231] center
[100] according
[83] americans
[67] more
[48] survey
[41] people
[37] study
[36] adults

Top Words in Tweet in G4:
[324] pewstates
[243] companies
[177] small
[175] farmers
[175] ranchers
[175] shops
[175] #righttorepair
[175] equipment
[175] pushing
[175] back

Top Words in Tweet in G5:
[202] pewtrusts
[84] income
[78] inequity
[78] #internationaldayofforests
[61] more
[59] states
[48] pandemic
[34] research
[32] americans
[28] pewstates

Top Words in Tweet in G6:
[213] pewenvironment
[62] help
[59] protect
[56] wildlife
[55] ocean
[45] water
[44] win
[42] provide
[42] marine
[39] life

Top Words in Tweet in G7:
[162] same
[162] sex
[162] marriage
[161] senator
[161] cornyn
[161] stated
[161] christians
[161] oppose
[161] according
[161] 2019

Top Words in Tweet in G8:
[118] gays
[117] ellen
[117] degeneres
[117] sudden
[117] infatuation
[117] ukraine
[117] truly
[117] bizarre
[117] nation
[117] bans

Top Words in Tweet in G9:
[110] americans
[88] pew
[85] visegrad24
[82] 35
[80] support
[80] taking
[80] military
[80] action
[80] risks
[80] nuclear

Top Words in Tweet in G10:
[67] pew
[67] research
[32] 37th
[31] nations
[31] education
[25] reports
[20] 99
[20] slondree
[19] nathaliejacoby1
[19] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2984] pew,research
[989] research,poll
[825] research,center
[566] americans,support
[549] military,action
[526] 35,americans
[521] taking,military
[520] support,taking
[517] sanctions,russia
[499] economic,sanctions

Top Word Pairs in Tweet in G1:
[481] pew,research
[480] research,poll
[480] poll,85
[480] 85,americans
[480] americans,keep
[480] keep,strict
[480] strict,economic
[480] economic,sanctions
[480] sanctions,russia
[480] russia,77

Top Word Pairs in Tweet in G2:
[446] pew,research
[439] proudsocialist,pew
[439] research,poll
[439] poll,alarming
[439] alarming,35
[439] 35,americans
[439] americans,support
[439] support,taking
[439] taking,military
[439] military,action

Top Word Pairs in Tweet in G3:
[442] pew,research
[227] research,center
[68] according,pew
[22] center,survey
[13] pew,charitable
[13] charitable,trusts
[12] human,enhancement
[12] twitter,lurkers
[12] think,tank
[11] concerns,pew

Top Word Pairs in Tweet in G4:
[175] farmers,ranchers
[175] ranchers,small
[175] small,shops
[175] shops,#righttorepair
[175] #righttorepair,equipment
[175] equipment,companies
[175] companies,pushing
[175] pushing,back
[175] back,withholding
[174] pewstates,farmers

Top Word Pairs in Tweet in G5:
[78] inequity,income
[78] income,#internationaldayofforests
[77] pewtrusts,inequity
[20] pew,research
[19] rules,pewtrusts
[19] pre,pandemic
[15] javascript,react
[15] react,d3
[15] d3,wordpress
[15] wordpress,chops

Top Word Pairs in Tweet in G6:
[30] 2022,pew
[27] one,ocean
[26] drinking,water
[25] ocean,essential
[25] essential,life
[25] life,planet
[25] planet,scientists
[25] scientists,recipients
[25] recipients,2022
[21] national,forests

Top Word Pairs in Tweet in G7:
[162] same,sex
[162] sex,marriage
[161] senator,cornyn
[161] cornyn,stated
[161] stated,christians
[161] christians,oppose
[161] oppose,same
[161] marriage,according
[161] according,2019
[161] 2019,pew

Top Word Pairs in Tweet in G8:
[117] ellen,degeneres
[117] degeneres,sudden
[117] sudden,infatuation
[117] infatuation,ukraine
[117] ukraine,truly
[117] truly,bizarre
[117] bizarre,nation
[117] nation,bans
[117] bans,gays
[117] gays,adopting

Top Word Pairs in Tweet in G9:
[81] visegrad24,35
[80] 35,americans
[80] americans,support
[80] support,taking
[80] taking,military
[80] military,action
[80] action,risks
[80] risks,nuclear
[80] nuclear,conflict
[80] conflict,russia

Top Word Pairs in Tweet in G10:
[66] pew,research
[27] 37th,nations
[24] research,reports
[21] nations,education
[18] amyfinn4,nathaliejacoby1
[18] nathaliejacoby1,feds
[18] feds,conviction
[18] conviction,rate
[18] rate,99
[18] 99,pew

Top Replied-To
Top Replied-To in Entire Graph:
@marshablackburn
@foxnews
@unusual_whales
@jenderaltaik
@gop
@troymation
@annarepustar
@nirita
@jonesydude87
@sheezan_786

Top Replied-To in G1:
@kylegriffin1

Top Replied-To in G2:
@sameerakhan
@proudsocialist
@leslie64993617

Top Replied-To in G3:

Top Replied-To in G4:
@kyivindependent
@zelenskyyua
@ukraine_world
@whip0falchemy
@mzhd9
@asymons33

Top Replied-To in G5:
@pewresearch
@gregsmith_polls

Top Replied-To in G9:
@visegrad24

Top Replied-To in G10:
@foxnews
@ronfilipkowski
@amyfinn4
@daniellecandela
@duty2warn
@walshfreedom
@meidastouch
@johnpavlovitz
@jokernov
@nbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@kylegriffin1
@proudsocialist
@pewstates
@pewenvironment
@pewtrusts
@revjeskast
@tuxlemons
@jackdetsch
@pewhealth
@nastyabakulina_

Top Mentioned in G1:
@kylegriffin1
@pewstates
@5slapout

Top Mentioned in G2:
@proudsocialist
@sameerakhan
@danpriceseattle
@wildfang135
@selmakhan14
@johncena_2036

Top Mentioned in G3:
@bridge_53
@kalina_kamenova
@cotoblogzz
@isaiahquintana_
@pastorabharris
@josephvrabec
@harassnomore
@stigmabase
@stanfordpress
@bigbreakmusicla

Top Mentioned in G4:
@pewstates
@pewhealth
@pewtrusts
@potus
@pewenvironment
@sueurahn
@sleiseca
@us_fda
@kristianreports
@carlosp202

Top Mentioned in G5:
@pewtrusts
@pewstates
@pewresearch
@ctmagazine
@mpiccorossi
@danielsilliman
@natbutterflies
@myaguarnieri
@pewhealth
@aallyahpatrice

Top Mentioned in G6:
@pewenvironment
@deptofdefense
@peweurope
@forestservice
@pewtrusts
@pewstates
@divaamon
@emily_p_knight
@smithsonianenv

Top Mentioned in G7:
@revjeskast

Top Mentioned in G8:
@tuxlemons

Top Mentioned in G9:
@visegrad24
@stratcomcentre
@jackdetsch
@tuomaslinli

Top Mentioned in G10:
@slondree
@nathaliejacoby1
@timcampbell1954
@amyfinn4
@ronfilipkowski
@foxnews
@washingtonpost
@tedcruz
@jessebwatters
@mmpadellan

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jornalistavitor
@oldlady12345
@rashidaldosari
@paoloigna1
@robinsnewswire
@chris_1791
@hrblock_21
@teamyoutube
@rjber15

Top Tweeters in G1:
@missb62
@sddphoto
@manmet80
@vedehimajumdar
@carolmaewy
@metaquest
@jrbkjrbk
@maryalicebisho2
@briangrnotabot
@davidpsdem

Top Tweeters in G2:
@dianabechini93
@paulsorrentino3
@yananous
@60sparkle
@godandthebear
@hereiam65094900
@danielocl
@socialistvoice
@cb765
@diddymcc

Top Tweeters in G3:
@robinsnewswire
@stigmabase
@jimmyroybloom
@pastorabharris
@novelistscorner
@elsolde_mexico
@bostonherald
@tabithastevens8
@telodogratis
@fastcompany

Top Tweeters in G4:
@oldlady12345
@rjber15
@lizditz
@onahunttoday
@bob_stinson1234
@john_siracusa
@jjj5819
@79topper
@awelab1956
@ecclesias

Top Tweeters in G5:
@hrblock_21
@cheezwitham
@brettaapplebaum
@sampson_elaine
@paulmick
@passarelliallan
@ae4ca
@tbell1968
@mentalhealthbo5
@kenikewahine78

Top Tweeters in G6:
@_redfrog
@terpsichore_los
@mpassy_jr
@annie5133
@watchdogsniffer
@hullfair
@bravosabre
@whysharksmatter
@laplapv3
@alexadwilson

Top Tweeters in G7:
@raypride
@samlitzinger
@jaunte
@milenaac
@mostlymartha
@forsyth_barb
@bugjudy
@pennypyro
@reesean
@rocapri

Top Tweeters in G8:
@porridgeisgood
@doodlestrks
@trumplar
@vjeannek
@zoom81
@loriblaney
@tina10004359
@jwarrenstokes
@metropulseusa
@kattab4

Top Tweeters in G9:
@gil00006
@jsnyder555
@astartiel
@cobraverde5
@terajits
@jmescoda
@guillotine2475
@pablotopo
@aontaithe2021
@bondi_izzy

Top Tweeters in G10:
@bbcnews
@foxnews
@washingtonpost
@abc
@bradparker_
@therickwilson
@nbcnews
@drnurseprof
@jacquiewells4
@mikanojo