pew research, Twitter, 2/4/2021 3:47:08 AM, 247125


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pew research_2021-02-03_19-07-56.xlsx
pew research_2021-02-03_19-07-56.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2021
Short Description:
pew research via NodeXL https://bit.ly/3axBv7B
@pewenvironment
@pewtrusts
@pewresearch
@potus
@pewstates
@cmd366
@ssouhaite
@aoc
@beverly21811568
@lauraapollo

Top hashtags:
#covid19
#30x30
#transshipment
#naturebasedsolution
#antibiotics
#cofi34
#coastalwetlands

Description:
Description
The graph represents a network of 4,827 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, 04 February 2021 at 03:34 UTC.

The requested start date was Thursday, 04 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, 40-minute period from Thursday, 21 January 2021 at 01:17 UTC to Wednesday, 03 February 2021 at 23:57 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 : 4827
Unique Edges : 3068
Edges With Duplicates : 5503
Total Edges : 8571
Number of Edge Types : 5
Retweet : 2333
MentionsInRetweet : 2834
Tweet : 1505
Replies to : 476
Mentions : 1423
Self-Loops : 1526
Reciprocated Vertex Pair Ratio : 0.0164506480558325
Reciprocated Edge Ratio : 0.032368808239333
Connected Components : 1518
Single-Vertex Connected Components : 1040
Maximum Vertices in a Connected Component : 1378
Maximum Edges in a Connected Component : 4160
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.616251
Graph Density : 0.000175058259028014
Modularity : 0.508017
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 4,827 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, 04 February 2021 at 03:34 UTC.

The requested start date was Thursday, 04 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, 40-minute period from Thursday, 21 January 2021 at 01:17 UTC to Wednesday, 03 February 2021 at 23:57 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:
[704] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[44] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/21/census-estimates-show-population-decline-in-16-states
[41] 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
[33] 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=___
[33] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/27/president-bidens-30-percent-conservation-commitment-is-good-news-for-people-too
[22] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/01/without-a-ride-many-in-need-have-no-shot-at-covid-19-vaccine
[21] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/27/public-health-systems-still-arent-ready-for-the-next-pandemic
[20] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[16] https://m.facebook.com/MuslimahNewsCom/posts/1778739998970474/
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/26/state-capitols-reckon-with-racism-in-policing

Top URLs in Tweet in G1:
[630] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[15] https://m.facebook.com/MuslimahNewsCom/posts/1778739998970474/
[11] https://www.forbes.com/sites/stephanieburns/2020/11/10/millennials-so-called-worst-qualities-are-actually-workplace-superpowers/?ref=quuu
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/21/census-estimates-show-population-decline-in-16-states
[7] https://www.ucanews.com/news/14-nation-survey-shows-us-faith-has-stayed-strongest-amid-covid-19/91178
[7] https://www.cnn.com/2021/02/02/us/biden-pew-survey-black-people-gay-lesbian/index.html
[5] https://www.pewresearch.org/fact-tank/2021/01/20/how-we-know-the-drop-in-trumps-approval-rating-in-january-reflected-a-real-shift-in-public-opinion/
[5] https://www.pewresearch.org/fact-tank/2021/01/27/majority-of-americans-continue-to-favor-moving-away-from-electoral-college/
[4] https://www.pewresearch.org/global/2021/01/19/british-french-and-german-publics-give-biden-high-marks-after-u-s-election/
[4] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need

Top URLs in Tweet in G2:
[34] 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
[32] 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=___
[31] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/27/president-bidens-30-percent-conservation-commitment-is-good-news-for-people-too
[18] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/21/census-estimates-show-population-decline-in-16-states
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/01/without-a-ride-many-in-need-have-no-shot-at-covid-19-vaccine
[13] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/02/02/costa-rica-puts-mangrove-protections-at-heart-of-paris-climate-commitments
[12] 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/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/22/lawmakers-move-to-strip-governors-emergency-powers
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/26/state-capitols-reckon-with-racism-in-policing

Top URLs in Tweet in G3:
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/21/census-estimates-show-population-decline-in-16-states
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/01/27/public-health-systems-still-arent-ready-for-the-next-pandemic
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/02/these-states-found-the-secret-to-covid-19-vaccination-success
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/01/without-a-ride-many-in-need-have-no-shot-at-covid-19-vaccine
[5] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2020/rural-response-to-coronavirus-could-be-hampered-by-years-of-population-loss?utm_campaign=financeandeconomy_sfh__nextrecession&utm_source=twitter_states&utm_medium=social&utm_content=datavisualization_recessionrecovery____chart_&utm_term=summary
[5] 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_states&utm_medium=social&utm_content=issuebrief_highcosts____chart_&utm_term=___knowledgegap
[5] https://www.pewtrusts.org/en/research-and-analysis/reports/2021/02/how-states-can-direct-economic-development-to-places-and-people-in-need
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/03/pressure-grows-to-reopen-schools-but-fears-persist
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/22/despite-covid-19-challenges-dental-therapy-had-a-watershed-2020-and-is-poised-to-grow?utm_campaign=health_dntl_healthcare__covid_____&utm_source=twitter_health&utm_medium=social&utm_content=article_dentaltherapy____linkcard_&utm_term=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/28/state-and-local-governments-relied-on-debt-for-budgetary-help-in-2020

Top URLs in Tweet in G4:
[5] https://medium.com/pew-research-center-decoded/assessing-the-consistency-of-online-opt-in-polls-9f705d67e0f2?utm_content=buffer00a1e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/pew-research-center-decoded/assessing-the-consistency-of-online-opt-in-polls-9f705d67e0f2
[3] https://www.pewresearch.org/2021/01/29/how-america-changed-during-donald-trumps-presidency/
[2] https://opiniontoday.com/2021/01/19/most-americans-say-another-round-of-covid-19-economic-relief-will-be-needed/
[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://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
[2] https://scienceandbeliefinsociety.org/2021/01/26/podcast-special-pew-research-center/
[1] https://www.pewresearch.org/fact-tank/2021/01/20/how-we-know-the-drop-in-trumps-approval-rating-in-january-reflected-a-real-shift-in-public-opinion/?utm_content=buffera404e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://medium.com/pew-research-center-decoded/americans-perceptions-of-their-own-community-type-differ-by-party-4b6179322032?utm_content=bufferde6c1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://opiniontoday.com/2021/01/29/how-america-changed-during-donald-trumps-presidency/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/politics/2021/01/28/economy-and-covid-19-top-the-publics-policy-agenda-for-2021/
[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:
[1] https://twitter.com/politics__alt/status/1352481253937868802

Top URLs in Tweet in G9:
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/23/how-the-market-downturn-could-affect-public-pension-funds
[3] https://www.pewresearch.org/fact-tank/2021/01/20/how-we-know-the-drop-in-trumps-approval-rating-in-january-reflected-a-real-shift-in-public-opinion/
[1] https://www.pewresearch.org/methods/u-s-survey-research/
[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.pewresearch.org/politics/2021/01/15/biden-begins-presidency-with-positive-ratings-trump-departs-with-lowest-ever-job-mark/

Top URLs in Tweet in G10:
[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
[2] https://www.cnn.com/2018/03/22/politics/democrat-republican-education-poll-women-pew-research-trnd/index.html
[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://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/
[1] https://twitter.com/CMD366/status/1353378736536743936?s=20
[1] https://www.politico.com/blogs/media/2013/03/report-opinion-dominates-msnbc-159571

Top Domains
Top Domains in Tweet in Entire Graph:
[899] pewresearch.org
[814] pewtrusts.org
[67] twitter.com
[22] medium.com
[16] pewforum.org
[16] facebook.com
[14] forbes.com
[13] cnn.com
[11] deseret.com
[9] linkedin.com

Top Domains in Tweet in G1:
[717] pewresearch.org
[75] pewtrusts.org
[30] twitter.com
[15] facebook.com
[13] forbes.com
[8] linkedin.com
[7] ucanews.com
[7] cnn.com
[6] tweetedtimes.com
[5] apple.news

Top Domains in Tweet in G2:
[427] pewtrusts.org
[5] pew.org
[3] twitter.com
[1] iflscience.com
[1] herald-dispatch.com
[1] wrcbtv.com

Top Domains in Tweet in G3:
[229] pewtrusts.org
[4] twitter.com
[1] pew.org
[1] nbcphiladelphia.com
[1] sacbee.com

Top Domains in Tweet in G4:
[12] medium.com
[8] pewresearch.org
[6] opiniontoday.com
[5] deseret.com
[2] scienceandbeliefinsociety.org
[1] pewforum.org
[1] alfayomega.es
[1] pewsocialtrends.org
[1] psychologytoday.com
[1] thetablet.org

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

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G9:
[6] pewresearch.org
[4] pewtrusts.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[54] covid19
[31] 30x30
[25] transshipment
[25] naturebasedsolution
[23] antibiotics
[20] cofi34
[20] coastalwetlands
[18] avrupadaislamkarsıtlığı
[17] iuu
[17] nasional



Top Hashtags in Tweet in G1:
[15] nasional
[5] coronavirus
[4] covid19
[4] smartnews
[4] digitalhealth
[3] liuna
[3] middleclass
[3] solidarity
[3] unionstrong
[3] generationz

Top Hashtags in Tweet in G2:
[31] 30x30
[25] transshipment
[23] naturebasedsolution
[20] cofi34
[20] coastalwetlands
[17] iuu
[15] covid19
[11] rightwhales
[7] worldwetlandsday
[7] wildlifecorridors

Top Hashtags in Tweet in G3:
[33] covid19
[7] opioid
[6] data
[6] evidencebased
[6] antibiotic
[5] coronavirus
[4] antibiotics
[3] cjreform
[3] muniland
[3] standuptosuperbugs

Top Hashtags in Tweet in G4:
[2] ascdl2l
[2] edchat
[2] educhat
[1] naturebasedsolution
[1] politics
[1] millennials
[1] ild831
[1] podcasts
[1] scienceandreligion
[1] uob

Top Hashtags in Tweet in G6:
[1] buildeconomy
[1] expelmarjorietaylorgreene
[1] trumpslastday
[1] trump
[1] biden
[1] bebest
[1] begone

Top Hashtags in Tweet in G9:
[1] 11thhour
[1] msnbc
[1] convictanddisqualifytrump

Top Hashtags in Tweet in G10:
[3] aca
[1] conservativechristians
[1] rewardwork

Top Words
Top Words in Tweet in Entire Graph:
[2715] pew
[2681] research
[979] trump
[957] center
[771] america
[767] during
[743] donald
[732] presidency
[725] changed
[538] pewenvironment

Top Words in Tweet in G1:
[1083] pew
[1029] research
[669] trump
[648] america
[640] during
[639] presidency
[638] changed
[628] donald
[246] center
[99] americans

Top Words in Tweet in G2:
[526] pewenvironment
[353] pewtrusts
[143] wildlife
[132] more
[127] conservation
[126] protected
[123] help
[102] area
[100] states
[98] 2021

Top Words in Tweet in G3:
[148] states
[135] pewstates
[101] state
[78] pewtrusts
[58] jail
[51] stateline's
[49] health
[42] population
[37] more
[37] 19

Top Words in Tweet in G4:
[78] pewresearch
[65] pew
[65] research
[57] center
[38] polls
[37] survey
[29] fall
[29] largest
[29] change
[28] point

Top Words in Tweet in G5:
[97] pew
[97] research
[96] vaushv
[96] polling
[96] many
[96] americans
[96] believe
[96] trump
[96] secretly
[96] running

Top Words in Tweet in G6:
[26] pew
[26] research
[10] according
[7] potus
[7] center
[7] joebiden
[7] trump
[6] support
[6] media
[6] approval

Top Words in Tweet in G7:
[74] research
[73] pew
[69] _danalvarenga
[69] latinx
[69] center
[67] people
[67] decry
[67] royal
[67] spanish
[67] academy

Top Words in Tweet in G8:
[62] pew
[62] research
[62] finds
[62] approval
[62] ratings
[62] political
[62] leaders
[62] influenced
[62] several
[62] percentage

Top Words in Tweet in G9:
[29] pew
[26] research
[17] trump
[15] 29
[15] center
[14] approval
[14] rating
[13] president
[13] poll
[13] released

Top Words in Tweet in G10:
[18] pew
[16] same
[15] 03
[15] rate
[15] recorded
[15] january
[15] 1973
[15] purchasing
[15] power
[15] 23

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2475] pew,research
[938] research,center
[739] donald,trump
[713] america,changed
[713] changed,during
[713] trump,presidency
[674] during,donald
[669] research,america
[181] according,pew
[142] center,survey

Top Word Pairs in Tweet in G1:
[1005] pew,research
[636] america,changed
[636] changed,during
[636] trump,presidency
[627] donald,trump
[624] during,donald
[622] research,america
[245] research,center
[57] according,pew
[56] pew,charitable

Top Word Pairs in Tweet in G2:
[86] high,seas
[80] south,georgia
[67] marine,protected
[58] research,extending
[58] extending,current
[58] current,marine
[58] protected,area
[58] area,surrounding
[58] surrounding,south
[58] georgia,reduced

Top Word Pairs in Tweet in G3:
[25] public,health
[21] 16,states
[20] covid,19
[20] jail,admissions
[19] 2007,2017
[18] same,time
[18] rose,13
[17] jail,spending
[17] spending,rose
[17] 13,2007

Top Word Pairs in Tweet in G4:
[61] pew,research
[56] research,center
[28] point,fall
[28] fall,recent
[28] recent,presidential
[28] presidential,approval
[28] approval,survey
[28] survey,largest
[28] largest,change
[28] change,between

Top Word Pairs in Tweet in G5:
[97] pew,research
[96] research,polling
[96] polling,many
[96] many,americans
[96] americans,believe
[96] believe,trump
[96] trump,secretly
[96] secretly,running
[96] running,things
[96] things,behind

Top Word Pairs in Tweet in G6:
[24] pew,research
[7] research,center
[6] according,pew
[4] approval,rating
[4] presidency,29
[3] 80,support
[3] support,improving
[3] improving,economy
[3] economy,creating
[3] creating,jobs

Top Word Pairs in Tweet in G7:
[73] pew,research
[69] research,center
[67] people,decry
[67] decry,latinx
[67] latinx,royal
[67] royal,spanish
[67] spanish,academy
[67] academy,pew
[67] center,dictate
[67] dictate,lives

Top Word Pairs in Tweet in G8:
[62] pew,research
[62] research,finds
[62] finds,approval
[62] approval,ratings
[62] ratings,political
[62] political,leaders
[62] leaders,influenced
[62] influenced,several
[62] several,percentage
[62] percentage,points

Top Word Pairs in Tweet in G9:
[26] pew,research
[14] approval,rating
[14] research,center
[13] 29,pew
[13] poll,released
[12] donald,trump
[12] trump,final
[12] final,job
[12] job,approval
[12] rating,president

Top Word Pairs in Tweet in G10:
[15] rate,recorded
[15] recorded,january
[15] january,1973
[15] 1973,same
[15] same,purchasing
[15] purchasing,power
[15] power,23
[15] 23,68
[15] pew,research
[14] 03,hour

Top Replied-To
Top Replied-To in Entire Graph:
@mhelxoxosa
@seed_jam
@haagsehopjes123
@mikeandthemute1
@laurenboebert
@thonoir
@schmidtlepp
@rnd_de
@tidebrah
@yig_is_yig

Top Replied-To in G4:
@pewresearch
@mindofloki
@drjoeabah
@rie_tiger001
@surveyfunk
@perbylund
@fritzramie

Top Replied-To in G5:
@vaushv

Top Replied-To in G6:
@asplovepolitics
@krozwest
@sabrina_verita
@npcrage
@tomikitom
@sandralori421
@jim_jordan
@itzmeitzmeitdbd
@meganbressel
@icequeeneee

Top Replied-To in G7:
@_danalvarenga

Top Replied-To in G9:
@edokeefe
@sameriver2wice
@kc111499
@danger_things
@morganfeldon
@imho1969
@jasoninthehouse
@ajdelgado13
@joshtpm
@chess_u

Top Replied-To in G10:
@laurenboebert
@thonoir
@breaking911
@josephnsanberg
@gabriel_zucman
@civilrightsorg
@sharpwingx
@jdrhoaddog
@fightfor15
@bgea

Top Mentioned
Top Mentioned in Entire Graph:
@pewenvironment
@pewtrusts
@pewstates
@vaushv
@pewresearch
@_danalvarenga
@y2y_initiative
@ashoswai
@hiltyjodi
@peweurope

Top Mentioned in G1:
@paulnemitz
@stigmabase
@ivbaoshi
@isaiahquintana_
@elgon777
@dculberhouse
@stonewallgaztte
@c_coolidge
@tiggggie

Top Mentioned in G2:
@pewenvironment
@pewtrusts
@y2y_initiative
@hiltyjodi
@peweurope
@tomdillonnow
@ausantarctic
@mattskroch
@faofish
@andwerth

Top Mentioned in G3:
@pewstates
@pewtrusts
@sleiseca
@noellestraub
@juliewerth
@pewhealth
@mikethompsongvt
@reppauladavis
@bycaitlind
@us_fda

Top Mentioned in G4:
@pewresearch
@courtneysurveys
@surveyfunk
@opiniontoday
@science_belief
@pewscience
@pewmethods
@michaeldimock
@johngramlich
@pewenvironment

Top Mentioned in G5:
@vaushv

Top Mentioned in G6:
@potus
@joebiden
@gop
@repmtg
@tedsmyth
@jennaellisesq
@catholic4choice
@tomhshoemaker
@jim_jordan
@evolving000

Top Mentioned in G7:
@_danalvarenga
@sadgirldanny
@guatelina

Top Mentioned in G8:
@ashoswai

Top Mentioned in G9:
@aoc
@lauraapollo
@gopleader
@jasoninthehouse
@randpaul
@mollyjongfast
@edokeefe
@tvietor08
@ajdelgado13
@marcorubio

Top Mentioned in G10:
@chrislhayes
@flotus
@fightfor15
@cmd366
@gretathunberg
@petebuttigieg
@natopress
@guardian
@christogrozev
@jeffjarvis

Top Tweeters
Top Tweeters in Entire Graph:
@vzwsupport
@robinsnewswire
@zyitegadgets
@paijwar
@lopezgovlaw
@robinlynnemabin
@kat4obama
@rjber15
@femtech_
@meruemgi

Top Tweeters in G1:
@vzwsupport
@robinsnewswire
@zyitegadgets
@paijwar
@robinlynnemabin
@stigmabase
@hagiwararyu11
@thetrudz
@infocisels
@owlsasylum

Top Tweeters in G2:
@rjber15
@cheezwitham
@magicdmw
@lllwry
@betseybess
@mrkalman
@charluv2011
@petchary
@rockyintx
@pppatticake

Top Tweeters in G3:
@npsusa
@debeauxos1
@suzanneinlgb
@jennykim
@sacbee_news
@1whoknu
@segmentis
@ingrx
@still2gether
@rolandb3

Top Tweeters in G4:
@coopmike48
@ken_crichlow
@gabydore
@unstoppable8672
@deseretnews
@drjoeabah
@lemp2010
@globalbizdynam1
@mindofloki
@lordbexar

Top Tweeters in G5:
@kathy_sandoval
@swannyszn
@kingends
@_flozus
@b_barbarian
@joseavillalobos
@momzemor
@matthewstockhor
@donovanglennal1
@vict0ria_af

Top Tweeters in G6:
@therickwilson
@themistocles_w
@heytammybruce
@maxboot
@davidwebbshow
@pop3pam
@pnjaban
@stuartpstevens
@gop
@womenpols

Top Tweeters in G7:
@zasne_ii
@gonzalillo3
@carlyviris
@mariposawarrior
@thevaginalist
@pulperiaboi
@aguaardientes
@valyadova
@luci_pie_
@s_phia_

Top Tweeters in G8:
@pavan_sethi
@puriyash41
@sinemetuvivere
@mariojoseh555
@poppympf6666
@kyubtye
@mahapatpravat
@mkotadiya
@mafasmk
@arunk_bhulan

Top Tweeters in G9:
@woodyman502
@joshtpm
@mollyjongfast
@lauraapollo
@basiasosnowska
@ajdelgado13
@scourge7cs
@imho1969
@jorja001
@trhlofficial

Top Tweeters in G10:
@guardian
@theeconomist
@theatlantic
@jeffjarvis
@chrislhayes
@therealhoarse
@people4bernie
@marybl62
@fightfor15
@veritas1012