pew research, Twitter, 2/11/2021 9:38:42 AM, 247482
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pew research_2021-02-10_19-07-56.xlsx
pew research_2021-02-10_19-07-56.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2021
Short Description:
pew research via NodeXL https://bit.ly/3qbVnE2
@pewtrusts
@pewenvironment
@pewstates
@potus
@jo_jlsr3353
@thedemocrats
@lph
@reuters
@cmd366
@flotus

Top hashtags:
#covid19
#azsenate
#sb1457
#30x30
#rightwhales
#cofi34
#naturebasedsolution
#coastalwetlands

Description:
Description
The graph represents a network of 4,190 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, 11 February 2021 at 03:20 UTC.

The requested start date was Thursday, 11 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 35-minute period from Thursday, 28 January 2021 at 01:10 UTC to Wednesday, 10 February 2021 at 23:45 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 : 4190
Unique Edges : 2713
Edges With Duplicates : 4505
Total Edges : 7218
Number of Edge Types : 5
Replies to : 434
Mentions : 1278
Retweet : 1887
MentionsInRetweet : 2240
Tweet : 1379
Self-Loops : 1395
Reciprocated Vertex Pair Ratio : 0.0217654171704958
Reciprocated Edge Ratio : 0.042603550295858
Connected Components : 1442
Single-Vertex Connected Components : 979
Maximum Vertices in a Connected Component : 1339
Maximum Edges in a Connected Component : 3949
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.819306
Graph Density : 0.000192571634654006
Modularity : 0.50347
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,190 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, 11 February 2021 at 03:20 UTC.

The requested start date was Thursday, 11 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 22-hour, 35-minute period from Thursday, 28 January 2021 at 01:10 UTC to Wednesday, 10 February 2021 at 23:45 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:
[699] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[62] 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________&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_highcosts_chart&utm_term=datapoint
[31] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[29] https://pew.org/3r4ZPEE
[27] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/27/president-bidens-30-percent-conservation-commitment-is-good-news-for-people-too
[20] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/02/these-states-found-the-secret-to-covid-19-vaccination-success
[17] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/02/costa-rica-puts-mangrove-protections-at-heart-of-paris-climate-commitments
[17] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/03/pressure-grows-to-reopen-schools-but-fears-persist
[16] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/05/republicans-target-ballot-access-after-record-turnout
[16] https://m.facebook.com/MuslimahNewsCom/posts/1778739998970474/

Top URLs in Tweet in G1:
[622] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[15] https://m.facebook.com/MuslimahNewsCom/posts/1778739998970474/
[12] https://www.forbes.com/sites/stephanieburns/2020/11/10/millennials-so-called-worst-qualities-are-actually-workplace-superpowers/?ref=quuu
[8] https://www.cnn.com/2021/02/02/us/biden-pew-survey-black-people-gay-lesbian/index.html
[5] https://www.ucanews.com/news/14-nation-survey-shows-us-faith-has-stayed-strongest-amid-covid-19/91178
[4] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[3] https://www.pewresearch.org/fact-tank/2021/01/27/majority-of-americans-continue-to-favor-moving-away-from-electoral-college/
[3] https://www.pewresearch.org/fact-tank/2021/01/28/turnout-soared-in-2020-as-nearly-two-thirds-of-eligible-u-s-voters-cast-ballots-for-president/
[3] https://www.pewresearch.org/global/2021/02/03/as-pandemic-continues-more-in-u-s-and-europe-feel-major-impact-on-their-lives/
[3] https://www.washingtonpost.com/graphics/2021/business/usps-performance-whats-next-biden/

Top URLs in Tweet in G2:
[55] 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________&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_highcosts_chart&utm_term=datapoint
[26] https://pew.org/3r4ZPEE
[23] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[22] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/27/president-bidens-30-percent-conservation-commitment-is-good-news-for-people-too
[19] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/02/these-states-found-the-secret-to-covid-19-vaccination-success
[16] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/02/costa-rica-puts-mangrove-protections-at-heart-of-paris-climate-commitments
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/05/republicans-target-ballot-access-after-record-turnout
[12] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/03/pressure-grows-to-reopen-schools-but-fears-persist
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/27/public-health-systems-still-arent-ready-for-the-next-pandemic
[10] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/local-spending-on-jails-tops-$25-billion-in-latest-nationwide-data

Top URLs in Tweet in G3:
[15] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/13/top-15-conservation-issues-of-2021-include-big-threats-and-potential-bright-spots?utm_campaign=conservation_cs_environmentscience_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____photo_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/29/southern-ocean-research-expedition-goes-full-steam-ahead-despite-pandemic?utm_campaign=conservation_paso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/22/how-wildlife-corridors-protect-animals-and-people?utm_campaign=conservation_usplrc_usstatepolicy__atfsoin_____&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[5] https://pew.org/3rgBDiw
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/01/after-clarifying-post-brexit-processes-european-fisheries-management-must-improve-in-2021?utm_campaign=conservation_eone_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_followscience____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/21/arctic-oasis-sustains-northernmost-inuit-communities-and-marine-mammals?utm_campaign=conservation_clco_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_sustainableuse____map_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/03/bill-would-preserve-thousands-of-miles-of-oregons-rivers?utm_campaign=conservation_usplrc_land_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/15/off-south-georgia-island-penguins-compete-with-commercial-fishing-fleets-for-krill?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_mpasneeded____photo_&utm_term=___
[4] https://www.iflscience.com/environment/scientists-unlock-mystery-of-how-the-galpagos-islands-maintain-such-a-wildly-rich-ecosystem/?utm_campaign=conservation_pbol_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=3rdparty_econbenefits____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/01/after-clarifying-post-brexit-processes-european-fisheries-management-must-improve-in-2021

Top URLs in Tweet in G4:
[1] https://www.reuters.com/article/us-poland-church-insight-idUSKBN2A30SN
[1] https://trib.al/qbrj7lH

Top URLs in Tweet in G5:
[7] https://www.amazon.com/gp/product/B08PPDK51H?ref&utm_content=buffer6ea02&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] 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=buffer4733a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[2] https://www.deseret.com/indepth/2021/1/28/22252615/how-are-working-parents-managing-child-care-as-covid-19-pandemic-persists-family-pew-research?utm_source=twitter&utm_medium=deseretnews&utm_campaign=twitter
[2] https://twitter.com/pewresearch/status/1358040004463853572
[2] https://www.deseret.com/indepth/2021/1/28/22252615/how-are-working-parents-managing-child-care-as-covid-19-pandemic-persists-family-pew-research?utm_campaign=deseret&utm_content=entry&utm_medium=social&utm_source=twitter
[1] https://medium.com/pew-research-center-decoded/the-class-size-paradox-how-individual-and-group-level-perspectives-differ-and-why-it-matters-b62071f4e909
[1] https://www.pewforum.org/2021/01/14/measuring-religion-in-pew-research-centers-american-trends-panel/
[1] https://medium.com/pew-research-center-decoded/avoiding-technical-debt-in-social-science-research-54618194790a
[1] https://www.deseret.com/indepth/2021/1/28/22252615/how-are-working-parents-managing-child-care-as-covid-19-pandemic-persists-family-pew-research

Top URLs in Tweet in G6:
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/01/national-petroleum-reserve-alaska-at-risk-from-oil-and-gas-development
[1] https://www.pewresearch.org/fact-tank/2020/07/23/are-you-in-the-american-middle-class/
[1] https://www.pewresearch.org/fact-tank/2019/02/26/the-concerns-and-challenges-of-being-a-u-s-teen-what-the-data-show/
[1] https://www.pewresearch.org/fact-tank/2019/08/02/why-is-the-teen-birth-rate-falling/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/05/republicans-target-ballot-access-after-record-turnout
[1] https://www.pewresearch.org/fact-tank/2021/01/19/most-americans-say-another-round-of-covid-19-economic-relief-will-be-needed/
[1] https://www.pewresearch.org/fact-tank/2017/04/05/christians-remain-worlds-largest-religious-group-but-they-are-declining-in-europe/?amp=1

Top URLs in Tweet in G7:
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/23/how-the-market-downturn-could-affect-public-pension-funds
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/10/the-need-for-a-network-of-marine-protected-areas-in-the-southern-ocean
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2016/01/27/the-great-krill-debate
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/29/southern-ocean-research-expedition-goes-full-steam-ahead-despite-pandemic
[1] https://research-methodology.net/research-methods/research-limitations/
[1] https://www.pewresearch.org/methods/u-s-survey-research/
[1] https://www.pewresearch.org/fact-tank/2014/11/05/making-more-than-minimum-wage-but-less-than-10-10-an-hour/
[1] https://twitter.com/wendellpotter/status/1354934141142364176
[1] https://www.pewresearch.org/fact-tank/2018/08/07/for-most-us-workers-real-wages-have-barely-budged-for-decades/

Top URLs in Tweet in G10:
[1] 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________&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_highcosts_chart&utm_term=datapoint

Top Domains
Top Domains in Tweet in Entire Graph:
[858] pewresearch.org
[688] pewtrusts.org
[48] twitter.com
[39] pew.org
[22] pewforum.org
[16] facebook.com
[15] forbes.com
[15] cnn.com
[12] medium.com
[10] deseret.com

Top Domains in Tweet in G1:
[689] pewresearch.org
[38] pewtrusts.org
[26] twitter.com
[15] facebook.com
[14] forbes.com
[9] cnn.com
[8] linkedin.com
[6] pewsocialtrends.org
[5] pewforum.org
[5] ucanews.com

Top Domains in Tweet in G2:
[466] pewtrusts.org
[30] pew.org
[8] twitter.com
[2] pewresearch.org
[1] newyorker.com
[1] technologyreview.com
[1] wrcbtv.com
[1] endpts.com
[1] herald-dispatch.com

Top Domains in Tweet in G3:
[124] pewtrusts.org
[5] pew.org
[4] iflscience.com
[3] webex.com
[1] medium.com

Top Domains in Tweet in G4:
[1] reuters.com
[1] trib.al

Top Domains in Tweet in G5:
[9] medium.com
[7] amazon.com
[7] pewresearch.org
[6] deseret.com
[5] opiniontoday.com
[2] pewforum.org
[2] twitter.com
[1] time.com
[1] sacbee.com
[1] fcc.gov

Top Domains in Tweet in G6:
[5] pewresearch.org
[3] pewtrusts.org

Top Domains in Tweet in G7:
[8] pewtrusts.org
[3] pewresearch.org
[1] research-methodology.net
[1] twitter.com

Top Domains in Tweet in G10:
[1] pewtrusts.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[66] covid19
[37] azsenate
[37] sb1457
[31] 30x30
[28] rightwhales
[25] cofi34
[25] naturebasedsolution
[21] coastalwetlands
[17] transshipment
[17] nasional



Top Hashtags in Tweet in G1:
[15] nasional
[4] coronavirus
[4] covid19
[4] smartnews
[3] news
[3] faith
[3] digitalhealth
[2] internet
[2] us
[2] eu

Top Hashtags in Tweet in G2:
[50] covid19
[14] antibiotic
[11] opioid
[11] antibiotics
[8] cjreform
[7] data
[7] evidencebased
[5] philadelphia
[5] broadband
[5] superbugs

Top Hashtags in Tweet in G3:
[30] 30x30
[27] rightwhales
[25] cofi34
[21] naturebasedsolution
[17] transshipment
[13] coastalwetlands
[12] wildandscenicoregon
[10] rvinvestigator
[9] iuu
[9] boreal

Top Hashtags in Tweet in G4:
[11] covid19

Top Hashtags in Tweet in G5:
[1] broadbandconversations
[1] naturebasedsolution
[1] politics
[1] millennials
[1] ild831

Top Hashtags in Tweet in G6:
[2] blmwild
[1] economicdevelopment
[1] states
[1] raisethestandard
[1] npra
[1] 30x30
[1] wildandscenicoregon
[1] parisaccord

Top Hashtags in Tweet in G7:
[3] aca

Top Hashtags in Tweet in G10:
[37] azsenate
[37] sb1457

Top Words
Top Words in Tweet in Entire Graph:
[2110] research
[2108] pew
[802] during
[741] america
[728] changed
[717] presidency
[710] center
[710] trump
[676] donald
[530] pewenvironment

Top Words in Tweet in G1:
[994] pew
[964] research
[632] during
[632] america
[630] presidency
[629] changed
[624] trump
[616] donald
[205] center
[120] ø

Top Words in Tweet in G2:
[373] pewtrusts
[165] states
[141] pewstates
[132] more
[126] jail
[111] 2017
[99] people
[95] access
[87] state
[85] local

Top Words in Tweet in G3:
[500] pewenvironment
[92] research
[91] more
[87] wildlife
[84] high
[84] seas
[77] protected
[66] animals
[65] help
[62] conservation

Top Words in Tweet in G4:
[91] according
[70] pew
[60] research
[60] center
[58] young
[58] adults
[58] many
[58] countries
[58] becoming
[58] less

Top Words in Tweet in G5:
[47] research
[42] pewresearch
[40] pew
[31] center
[16] decoded
[16] pandemic
[15] communities
[15] theâ
[15] survey
[15] americans

Top Words in Tweet in G6:
[22] pew
[22] research
[13] middle
[12] center
[12] potus
[12] income
[11] class
[9] 67
[9] those
[9] median

Top Words in Tweet in G7:
[15] pew
[10] aoc
[9] research
[4] repkatieporter
[4] protected
[4] areas
[3] flotus
[3] one
[3] study
[3] mtgreenee

Top Words in Tweet in G8:
[54] african
[54] countries
[54] highest
[54] proportion
[54] citizens
[54] willing
[54] move
[54] country
[54] money
[51] jumoby

Top Words in Tweet in G9:
[2] mr
[2] zakaria
[2] right
[2] wing
[2] seem

Top Words in Tweet in G10:
[37] being
[37] lied
[37] #azsenate
[37] judiciary
[37] committee
[37] #sb1457
[37] studies
[37] pew
[37] research
[37] center

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1849] pew,research
[709] america,changed
[709] changed,during
[669] during,donald
[664] research,america
[661] donald,trump
[659] trump,presidency
[633] research,center
[151] ø,ø
[133] according,pew

Top Word Pairs in Tweet in G1:
[947] pew,research
[628] america,changed
[628] changed,during
[615] during,donald
[613] research,america
[610] trump,presidency
[608] donald,trump
[203] research,center
[48] ø,ø
[44] according,pew

Top Word Pairs in Tweet in G2:
[63] local,governments
[63] governments,spent
[58] covid,19
[55] spent,521
[55] 521,more
[55] more,corrections
[55] corrections,2017
[55] 2017,1977
[53] pewtrusts,local
[35] 2007,2017

Top Word Pairs in Tweet in G3:
[84] high,seas
[42] seas,represent
[42] represent,ocean
[42] ocean,protected
[42] protected,latest
[42] latest,report
[42] report,illustrates
[42] illustrates,high
[41] south,georgia
[41] pewenvironment,high

Top Word Pairs in Tweet in G4:
[58] young,adults
[58] adults,many
[58] many,countries
[58] countries,becoming
[58] becoming,less
[58] less,religious
[58] religious,according
[58] according,research
[58] research,pew
[58] pew,center

Top Word Pairs in Tweet in G5:
[37] pew,research
[29] research,center
[14] democrats,republicans
[13] methodology,blog
[13] blog,decoded
[13] decoded,live
[13] live,similar
[13] similar,types
[13] types,communities
[13] communities,democrats

Top Word Pairs in Tweet in G6:
[22] pew,research
[12] research,center
[11] middle,class
[9] median,household
[9] household,income
[8] potus,pew
[8] center,defines
[8] defines,middle
[8] class,those
[8] those,earning

Top Word Pairs in Tweet in G7:
[9] pew,research
[3] 03,hour
[3] hour,rate
[3] rate,recorded
[3] recorded,january
[3] january,1973
[3] 1973,same
[3] same,purchasing
[3] purchasing,power
[3] power,23

Top Word Pairs in Tweet in G8:
[54] african,countries
[54] countries,highest
[54] highest,proportion
[54] proportion,citizens
[54] citizens,willing
[54] willing,move
[54] move,country
[54] country,money
[51] jumoby,african
[51] money,opportu

Top Word Pairs in Tweet in G9:
[2] mr,zakaria
[2] right,wing

Top Word Pairs in Tweet in G10:
[37] being,lied
[37] lied,#azsenate
[37] #azsenate,judiciary
[37] judiciary,committee
[37] committee,#sb1457
[37] #sb1457,studies
[37] studies,pew
[37] pew,research
[37] research,center
[37] center,show

Top Replied-To
Top Replied-To in Entire Graph:
@impetrichor_
@michael52229102
@kseniadl
@haagsehopjes123
@chrisiousity
@tree7171
@vadamopoulos
@mattyglesias
@tariq22qamar
@asplovepolitics

Top Replied-To in G2:
@mspicuzzamjs

Top Replied-To in G5:
@deseretnews
@time
@pewresearch
@drjoeabah
@rie_tiger001

Top Replied-To in G6:
@asplovepolitics
@repjayapal
@aaron_scharff
@eggymceggerson3
@potus
@crankyoldude
@johnmcdonald920
@krozwest
@rcamposduffy
@sandralori421

Top Replied-To in G7:
@thonoir
@libhypocrites21
@godoverdjinn
@kc111499
@ashborne_
@danger_things
@chess_u
@calvin_charless
@redfieldproctor
@talesfr80755845

Top Replied-To in G9:
@ammocrypta

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@pewstates
@reuters
@jumoby
@hiltyjodi
@pewresearch
@peweurope
@senquezada29

Top Mentioned in G1:
@dculberhouse
@stonewallgaztte
@c_coolidge
@tiggggie
@silverncopper
@therd_inc
@aborderlife
@limitlessleila

Top Mentioned in G2:
@pewtrusts
@pewstates
@pewenvironment
@noellestraub
@us_fda
@sleiseca
@andwerth
@bbarrettnc
@pewhealth

Top Mentioned in G3:
@pewenvironment
@pewtrusts
@hiltyjodi
@peweurope
@faofish
@ausantarctic
@tomdillonnow
@y2y_initiative
@politamiami

Top Mentioned in G4:
@reuters
@msnbc
@pdchina

Top Mentioned in G5:
@pewresearch
@opiniontoday
@pewreligion
@pewmethods
@ewtnnewsnightly
@pewglobal
@michaeldimock
@johngramlich
@pewenvironment
@nhendersonwsj

Top Mentioned in G6:
@potus
@meloniemaher1
@gop
@joebiden
@pewtrusts
@pewenvironment
@thedemocrats
@senategop
@speakerpelosi
@senatedems

Top Mentioned in G7:
@aoc
@repkatieporter
@flotus
@mtgreenee
@gretathunberg
@petebuttigieg
@natopress
@guardian
@chrislhayes
@christogrozev

Top Mentioned in G8:
@jumoby

Top Mentioned in G9:
@glinch72
@asinister
@davidyoung13
@simongr41594862
@richardwakelin3
@ingersolrobert
@jwickers
@mikedel21893959
@climatecatastr3
@swcrisis

Top Mentioned in G10:
@senquezada29
@pewtrusts

Top Tweeters
Top Tweeters in Entire Graph:
@robinsnewswire
@zyitegadgets
@bella623
@paijwar
@lopezgovlaw
@robinlynnemabin
@rjber15
@independent
@femtech_
@5fec93919a544d3

Top Tweeters in G1:
@robinsnewswire
@zyitegadgets
@paijwar
@robinlynnemabin
@billm9
@foggybottomgal
@thetrudz
@infocisels
@jmhamiltonblog
@owlsasylum

Top Tweeters in G2:
@rjber15
@dgendvil
@eykis
@lllwry
@debeauxos1
@mary_swilling
@pppatticake
@barbiewithatude
@suzanneinlgb
@garden4u_wa

Top Tweeters in G3:
@_redfrog
@magicdmw
@oasismountain
@mrkalman
@blubdha
@petchary
@rockyintx
@phycoinsc
@annie5133
@toniragusa

Top Tweeters in G4:
@5fec93919a544d3
@dondekojo
@world_news_eng
@reuters
@dsochoa
@angelakrebs444
@gadflyquebec
@pittman_nairobi
@erwinbertrand
@june4th

Top Tweeters in G5:
@coopmike48
@kstreet111
@npsusa
@heidiec5
@time
@harryjfriel
@sacbee_news
@deseretnews
@drjoeabah
@wiactivist

Top Tweeters in G6:
@cberrl
@clayreintucson
@memeburk
@workingtrucker
@azcentral
@hollywoodlife
@pop3pam
@crankyoldude
@kylegriffin1
@jasonmillerindc

Top Tweeters in G7:
@guardian
@theeconomist
@theatlantic
@jeffjarvis
@chrislhayes
@therealhoarse
@fightfor15
@sifill_ldf
@ac360
@representmeaz

Top Tweeters in G8:
@hassanda1st
@bhulletgh
@khasimwammaitsi
@mayanja_8
@_kayohefaye
@damndiaye
@caesar1o3
@royteflon
@baba_ow
@pojo_o

Top Tweeters in G9:
@asinister
@oscarswild1
@no2wind
@jamesrider3
@kctaz
@insane_voice
@atomskssanakan
@andrewemcameron
@jamz129
@paprikalady

Top Tweeters in G10:
@princessbravato
@schwanderer
@pinky_or_brain
@mitchellscomet
@euphorbiaz
@eturleye
@brendaof6
@rcregalstarfire
@maryannesherry
@undeadbowler34


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