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pew research_2022-04-06_19-07-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2022
Short Description:
pew research via NodeXL https://bit.ly/3j9dWqy
@dmokryk
@kyivindependent
@unrulycat2511
@tnakom
@nippon_ukuraina
@fukufuku5599
@pewenvironment
@pewtrusts
@cville_fem
@stevehofstetter

Top hashtags:
#aprilfactsday
#zelensky
#pew
#bluecarbon
#usa
#ukraine
#mangroves

Description:
Description
The graph represents a network of 7,755 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, 07 April 2022 at 02:12 UTC.

The requested start date was Thursday, 07 April 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 6-day, 14-hour, 4-minute period from Thursday, 31 March 2022 at 07:48 UTC to Wednesday, 06 April 2022 at 21:52 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 : 7755
Unique Edges : 1407
Edges With Duplicates : 13418
Total Edges : 14825
Number of Edge Types : 5
Retweet : 6524
MentionsInRetweet : 6678
Tweet : 635
Mentions : 727
Replies to : 261
Self-Loops : 658
Reciprocated Vertex Pair Ratio : 0.00465859177425795
Reciprocated Edge Ratio : 0.00927397986221516
Connected Components : 549
Single-Vertex Connected Components : 251
Maximum Vertices in a Connected Component : 6082
Maximum Edges in a Connected Component : 12618
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.749245
Graph Density : 0.000125523283920597
Modularity : 0.451591
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,755 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, 07 April 2022 at 02:12 UTC.

The requested start date was Thursday, 07 April 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 6-day, 14-hour, 4-minute period from Thursday, 31 March 2022 at 07:48 UTC to Wednesday, 06 April 2022 at 21:52 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:
[209] https://www.axios.com/zelensky-approval-rating-internaitonal-leaders-pew-e6249c85-c027-4313-91b3-f3aa3453b1b5.html
[12] https://www.pewresearch.org/fact-tank/2022/03/28/young-women-are-out-earning-young-men-in-several-u-s-cities/
[11] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/pew-poll-gun-violence-covid19-have-hit-philadelphians-hard
[11] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/31/more-states-consider-bills-to-prohibit-discrimination-against-black-hair
[10] 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/
[10] https://www.pewresearch.org/journalism/2022/04/05/total-number-of-u-s-statehouse-reporters-rises-but-fewer-are-on-the-beat-full-time/
[9] https://twitter.com/DMokryk/status/1509614748408627212
[8] https://www.huffpost.com/entry/women-equal-pay-study-pew-research-center_l_62436ef2e4b0e44de9ba7865
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/06/states-weigh-shielding-doctors-covid-misinformation-unproven-remedies
[7] https://www.pewresearch.org/fact-tank/2022/03/30/zelenskyy-inspires-widespread-confidence-from-u-s-public-as-views-of-putin-hit-new-low/

Top URLs in Tweet in G1:
[1] https://twitter.com/JimmySecUK/status/1511001899184627712
[1] https://www.pewresearch.org/fact-tank/2022/03/23/americans-continue-to-express-mixed-views-about-nuclear-power/?utm_content=buffer9fbb6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/den_kazansky/status/1509470118648102918

Top URLs in Tweet in G4:
[10] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/03/31/more-states-consider-bills-to-prohibit-discrimination-against-black-hair
[9] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/pew-poll-gun-violence-covid19-have-hit-philadelphians-hard
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/06/states-weigh-shielding-doctors-covid-misinformation-unproven-remedies
[6] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/04/04/the-census-missed-some-folks-these-cities-want-them-counted
[6] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/what-has-research-shown-about-alternative-home-financing-in-the-us
[4] 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_gif&utm_term=datapoint
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/28/seychelles-grass-roots-effort-to-name-seagrass-supports-conservation-effort?utm_campaign=conservation_cwcr________&utm_source=twitter_environment&utm_medium=social&utm_content=article_bluecarbon____linkcard_&utm_term=__boosted_bulletlist
[4] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2021/pew-dashboard-tracks-philadelphias-economic-recovery-and-growth-in-the-age-of-covid
[3] 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=twitter_environment&utm_medium=social&utm_content=article_general____video_&utm_term=___declarative
[3] 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?utm_campaign=conservation_smp_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G5:
[8] https://www.pewresearch.org/fact-tank/2022/03/28/young-women-are-out-earning-young-men-in-several-u-s-cities/
[6] https://www.pewresearch.org/journalism/2022/04/05/total-number-of-u-s-statehouse-reporters-rises-but-fewer-are-on-the-beat-full-time/
[4] https://www.huffpost.com/entry/women-equal-pay-study-pew-research-center_l_62436ef2e4b0e44de9ba7865
[4] https://www.pewresearch.org/politics/2022/03/03/the-changing-political-geography-of-covid-19-over-the-last-two-years/
[4] https://twitter.com/DMokryk/status/1509614748408627212
[4] https://www.pewresearch.org/fact-tank/2018/07/31/americans-are-far-more-religious-than-adults-in-other-wealthy-nations/
[3] https://www.pewresearch.org/fact-tank/2022/03/30/zelenskyy-inspires-widespread-confidence-from-u-s-public-as-views-of-putin-hit-new-low/
[3] https://www.pewresearch.org/global/2022/04/06/seven-in-ten-americans-now-see-russia-as-an-enemy/
[2] https://www.npr.org/2022/04/02/1090466033/gender-pay-gap-women-earn?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.npr.org/2022/04/02/1090466033/gender-pay-gap-women-earn

Top URLs in Tweet in G6:
[209] https://www.axios.com/zelensky-approval-rating-internaitonal-leaders-pew-e6249c85-c027-4313-91b3-f3aa3453b1b5.html

Top URLs in Tweet in G7:
[1] https://vot-tak.tv/novosti/06-04-2022-enemy/?utm_source=tw&utm_medium=social&utm_campaign=posle-vtorzheniya-rossii-v-ukrainu-otnoshen&utm_content=60728864

Top URLs in Tweet in G8:
[1] https://www.forbes.com/sites/masonbissada/2022/04/06/7-in-10-americans-view-russia-as-an-enemy-survey-finds?utm_campaign=socialflowForbesMainTwitter&utm_medium=social&utm_source=ForbesMainTwitter
[1] https://www.entrepreneur.com/article/423259

Top URLs in Tweet in G10:
[6] https://www.lenfestinstitute.org/local-journalism/pew-research-center-statehouse-news-coverage-2022/
[3] https://www.carringtonandcarrington.com/2022/04/02/job-post-vpcommunications-at-pew-research-center/
[3] https://www.deseret.com/2022/3/31/23003378/pew-research-center-study-on-multigenerational-households-and-impact-on-young-adult-men?utm_source=twitter&utm_medium=dn-social&utm_campaign=twitter&utm_content=deseretnews
[2] https://www.pewresearch.org/journalism/2022/04/05/total-number-of-u-s-statehouse-reporters-rises-but-fewer-are-on-the-beat-full-time/
[2] https://www.deseret.com/2022/3/31/23003378/pew-research-center-study-on-multigenerational-households-and-impact-on-young-adult-men
[1] https://www.carringtonandcarrington.com/2022/04/02/job-post-vpcommunications-at-pew-research-center/?utm_content=buffer7e760&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/journalism/2022/04/05/total-number-of-u-s-statehouse-reporters-rises-but-fewer-are-on-the-beat-full-time/?utm_content=buffer1e285&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/journalism/daily-briefings/2022/04/06/buzzfeed-wants-ex-employees-to-pay-for-arbitration-over-ipo/
[1] https://www.pewresearch.org/journalism/daily-briefings/2022/04/05/nyc-mayor-demands-discipline-of-message-to-combat-gotcha-press-corps/
[1] https://medium.com/pew-research-center-decoded/avoiding-technical-debt-in-social-science-research-54618194790a

Top Domains
Top Domains in Tweet in Entire Graph:
[213] axios.com
[183] pewtrusts.org
[125] pewresearch.org
[89] golem.de
[66] lahza-news.com
[37] twitter.com
[14] huffpost.com
[10] carjiescott.com
[10] deseret.com
[7] washingtonpost.com

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

Top Domains in Tweet in G4:
[169] pewtrusts.org
[5] pewresearch.org
[1] pew.org
[1] t.co
[1] twitter.com
[1] webex.com

Top Domains in Tweet in G5:
[60] pewresearch.org
[21] twitter.com
[6] pewtrusts.org
[6] npr.org
[5] huffpost.com
[5] washingtonpost.com
[3] tweetedtimes.com
[3] skynetplatforms.com
[2] forbes.com
[2] businessinsider.com

Top Domains in Tweet in G6:
[209] axios.com

Top Domains in Tweet in G7:
[1] vot-tak.tv

Top Domains in Tweet in G8:
[1] forbes.com
[1] entrepreneur.com

Top Domains in Tweet in G10:
[9] pewresearch.org
[6] lenfestinstitute.org
[6] deseret.com
[4] carringtonandcarrington.com
[2] medium.com
[1] armoneyandpolitics.com
[1] tiapratt.com
[1] mcknightsseniorliving.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[25] aprilfactsday
[24] zelensky
[23] pew
[23] bluecarbon
[20] usa
[18] ukraine
[16] mangroves
[16] seagrass
[16] ukrainian
[10] opioid



Top Hashtags in Tweet in G2:
[4] ukraine
[1] us

Top Hashtags in Tweet in G4:
[25] aprilfactsday
[23] bluecarbon
[16] mangroves
[16] seagrass
[10] opioid
[7] pewmarinefellow
[6] philly
[5] covid19
[5] covid
[5] misinformation

Top Hashtags in Tweet in G5:
[4] news
[3] ukraine
[3] greatresignation
[2] money
[2] russia
[2] borderobserver
[2] ramadan
[2] ramadanmubarak
[2] internet
[2] genz

Top Hashtags in Tweet in G10:
[3] blackcatholicssyllabus
[2] pew
[1] rstats
[1] billionaires
[1] wind
[1] solar
[1] nuclearpower
[1] genderwagegap
[1] retention
[1] employeeengagement

Top Words
Top Words in Tweet in Entire Graph:
[6928] russia
[6675] pew
[3562] higher
[3457] country
[3446] central
[3435] level
[3432] europe
[3428] lowest
[3421] antisemitism
[3420] 3x

Top Words in Tweet in G1:
[6623] russia
[3317] pew
[3312] country
[3311] level
[3311] central
[3311] europe
[3311] 3x
[3311] higher
[3311] dmokryk
[3310] denazifies

Top Words in Tweet in G2:
[1299] pew
[1236] americans
[1236] research
[1235] according
[1234] 72
[1234] zelensky
[1234] survey
[1233] poll
[1233] trust
[1233] recent

Top Words in Tweet in G3:
[852] ม
[427] pew
[427] research
[427] 30
[427] 72
[426] ผลสำรวจล
[426] าส
[426] ดของ
[426] ท
[426] เผยแพร

Top Words in Tweet in G4:
[151] pewenvironment
[106] pewtrusts
[78] life
[68] marine
[67] states
[65] ocean
[61] clarion
[61] clipperton
[61] zone
[61] home

Top Words in Tweet in G5:
[264] pew
[259] research
[155] center
[61] more
[54] americans
[49] according
[42] women
[29] young
[28] survey
[26] found

Top Words in Tweet in G6:
[210] pew
[209] researchの調査
[209] バイデン大統領の外交を信頼する米国人は48
[209] ゼレンスキー大統領の外交を信頼する米国人は72
[209] ダントツ1位
[208] nippon_ukuraina

Top Words in Tweet in G7:
[158] американцев
[100] pew
[94] research
[92] center
[90] президент
[90] украины
[90] владимир
[90] зеленский
[90] пользуется
[90] наибольшим

Top Words in Tweet in G8:
[130] pew
[129] research
[98] higher
[98] trump
[97] breaking
[97] found
[97] covid
[97] deaths
[97] whopping
[97] 26

Top Words in Tweet in G9:
[88] 72
[87] в
[86] прікол
[86] вам
[86] на
[86] вечір
[86] американців
[86] довіряють
[86] зеленському
[86] питаннях

Top Words in Tweet in G10:
[38] research
[33] pewresearch
[25] pew
[21] reporters
[19] center
[17] governments
[15] statehouse
[14] communications
[14] great
[14] state

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3423] lowest,level
[3420] level,antisemitism
[3420] antisemitism,central
[3420] central,europe
[3419] country,lowest
[3418] russia,denazifies
[3418] denazifies,country
[3418] 3x,higher
[3418] higher,pew
[3417] europe,russia

Top Word Pairs in Tweet in G1:
[3311] 3x,higher
[3310] russia,denazifies
[3310] denazifies,country
[3310] country,lowest
[3310] lowest,level
[3310] level,antisemitism
[3310] antisemitism,central
[3310] central,europe
[3310] europe,russia
[3310] russia,3x

Top Word Pairs in Tweet in G2:
[1236] pew,research
[1233] poll,72
[1233] 72,americans
[1233] americans,trust
[1233] trust,zelensky
[1233] zelensky,according
[1233] according,recent
[1233] recent,pew
[1233] research,survey
[1233] survey,published

Top Word Pairs in Tweet in G3:
[427] pew,research
[426] ผลสำรวจล,าส
[426] าส,ดของ
[426] ดของ,pew
[426] research,ท
[426] ท,เผยแพร
[426] เผยแพร,เม
[426] เม,อว
[426] อว,นท
[426] นท,30

Top Word Pairs in Tweet in G4:
[61] clarion,clipperton
[61] clipperton,zone
[56] marine,life
[54] zone,home
[54] home,amazing
[54] amazing,variety
[54] variety,marine
[54] life,dumbo
[54] dumbo,octopus
[54] octopus,being

Top Word Pairs in Tweet in G5:
[244] pew,research
[155] research,center
[32] according,pew
[15] young,women
[15] much,more
[14] center,survey
[13] women,earn
[13] women,under
[12] male,counterparts
[11] earn,more

Top Word Pairs in Tweet in G6:
[209] pew,researchの調査
[209] researchの調査,バイデン大統領の外交を信頼する米国人は48
[209] バイデン大統領の外交を信頼する米国人は48,ゼレンスキー大統領の外交を信頼する米国人は72
[209] ゼレンスキー大統領の外交を信頼する米国人は72,ダントツ1位
[208] nippon_ukuraina,pew

Top Word Pairs in Tweet in G7:
[94] pew,research
[92] research,center
[90] президент,украины
[90] украины,владимир
[90] владимир,зеленский
[90] зеленский,пользуется
[90] пользуется,наибольшим
[90] наибольшим,доверием
[90] доверием,американцев
[90] американцев,согласно

Top Word Pairs in Tweet in G8:
[129] pew,research
[97] breaking,pew
[97] research,found
[97] found,covid
[97] covid,deaths
[97] deaths,whopping
[97] whopping,26
[97] 26,higher
[97] higher,counties
[97] counties,voted

Top Word Pairs in Tweet in G9:
[86] прікол,вам
[86] вам,на
[86] на,вечір
[86] вечір,72
[86] 72,американців
[86] американців,довіряють
[86] довіряють,зеленському
[86] зеленському,в
[86] в,питаннях
[86] питаннях,міжнародної

Top Word Pairs in Tweet in G10:
[23] pew,research
[19] research,center
[10] identified,134
[10] 134,reporters
[10] tribal,governments
[8] press,corps
[7] wealth,communications
[7] communications,experience
[7] experience,love
[7] love,high

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@dmokryk
@kyivindependent
@unrulycat2511
@nippon_ukuraina
@pewenvironment
@pewtrusts
@stevehofstetter
@nastyabakulina_
@golosameriki
@vladimi44648942

Top Mentioned in G1:
@dmokryk
@saletan

Top Mentioned in G2:
@kyivindependent
@dmokryk
@marcofattorini
@alert_ukraine

Top Mentioned in G3:
@unrulycat2511
@kyivindependent

Top Mentioned in G4:
@pewenvironment
@pewtrusts
@pewstates
@ipcc_ch
@pewhealth
@sylviahtroost
@peweurope
@stacyscientist
@us_fda
@isbahq

Top Mentioned in G5:
@theprimejesse
@bahaamoukadam
@hky4vets
@yatharth7pathak
@ying32178493
@nony
@isaiahquintana_
@c_coolidge
@seashelldigital
@bbcmag

Top Mentioned in G6:
@nippon_ukuraina
@kyivindependent

Top Mentioned in G7:
@golosameriki
@vladimi44648942
@victorkvert2008
@dmokryk
@2020oljusja
@vottak_tv

Top Mentioned in G8:
@stevehofstetter
@forbes
@kyivindependent
@dmokryk

Top Mentioned in G9:
@nastyabakulina_
@dmokryk
@vladimi44648942
@kyivindependent
@golosameriki

Top Mentioned in G10:
@pewresearch
@pewjournalism
@lenfestinst
@pewmethods
@calvindef
@mpiccorossi
@spotlightpa
@loisco
@lrainie
@elijaanderson

Top Tweeters
Top Tweeters in Entire Graph:
@angelus_0923
@marekingu
@berkleybearnews
@robinsnewswire
@maria09121953
@kat4obama
@roblwilson
@bdnews24
@rjber15
@littlebytesnews

Top Tweeters in G1:
@maria09121953
@kat4obama
@littlebytesnews
@astwisa
@ungubunugu1274
@gracemurphy2
@curiocat13
@ken_crichlow
@jrbkjrbk
@manchuriandevil

Top Tweeters in G2:
@roblwilson
@bdnews24
@rjber15
@citrus_kyoto
@debilu2
@manmet80
@miguelhilargiak
@noriesun
@talkintou
@jamestoupin

Top Tweeters in G3:
@i_nanammmm
@semarktuan
@enjoy_13
@wxfx00
@spongy47
@choconestea
@bf140809
@pmpm_ruby
@carrot_nj
@tarnjaejj

Top Tweeters in G4:
@coopmike48
@kak089
@adekleine
@lorettabower3
@jimmyroybloom
@sampson_elaine
@suzanneinlgb
@kirkmurphy
@neilyoungsaveus
@watchdogsniffer

Top Tweeters in G5:
@berkleybearnews
@robinsnewswire
@chronlaw
@adabagcompany
@runpattirun
@c_coolidge
@bostonherald
@bebravemyloves
@latestn72062740
@nelfreire

Top Tweeters in G6:
@angelus_0923
@marekingu
@may_roma
@kazooooya
@pressurejoe
@007akemi
@nerclea
@maki2260
@ohana_maru_go
@ysteev

Top Tweeters in G7:
@irapanch60
@envoyatthenet
@marusianadia
@tw_nd_1984
@tarasovadina10
@cheborukhin
@sicksist
@nata30911
@vgmax
@tsabkov

Top Tweeters in G8:
@sylviaz1913
@parrypierce
@agitatorsneeded
@forbes
@nickkave
@lauferlaw
@ilannaphillips
@libbystone2
@roxannelwright
@mktsutherland

Top Tweeters in G9:
@knightoff3
@lisskin17
@sirotenko1986
@preobrajhensky
@makmara6357
@senorita_viko
@7qqsozs7vvieupa
@savemeordie
@anastasiamothe
@captaincholeric

Top Tweeters in G10:
@rstatstweet
@asiaronn
@epidatageek
@mukeshjune
@deseret
@mediagazerchat
@crae47
@brookingsinst
@pewresearch
@rstats_tweets


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