pew research, Twitter, 10/18/2019 1:45:57 PM, 213418


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pew research_2019-10-18_06-32-44.xlsx
pew research_2019-10-18_06-32-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 18, 2019
Short Description:
pew research via NodeXL http://bit.ly/35LMc3i
@gamerpres2020
@pewenvironment
@ap
@pewtrusts
@the_malcontents
@theworldindex
@bertarelli_fdn
@max_bello_m
@ianbremmer
@pewstates

Top hashtags:
#highered
#russia
#ukraine
#lgbt
#پاکستان_کا_دشمن_میرا_دشمن
#highseas
#news

Description:
Description
The graph represents a network of 2,554 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 Friday, 18 October 2019 at 13:33 UTC.

The requested start date was Friday, 18 October 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 6-hour, 19-minute period from Tuesday, 15 October 2019 at 15:01 UTC to Thursday, 17 October 2019 at 21:21 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[177] https://www.pewresearch.org/global/2019/10/16/die-offentliche-meinung-in-europa-30-jahre-nach-dem-zusammenbruch-des-kommunismus/
[174] https://www.pewresearch.org/global/2019/10/14/
[172] https://www.people-press.org/2019/10/17/methodology-228/
[170] https://www.pewforum.org/2019/10/17/in-u-s-decline-of-christianity-continues-at-rapid-pace/
[169] https://www.pewresearch.org/global/2019/10/17/opinion-publica-europea-tres-decadas-despues-de-la-caida-del-comunismo/
[168] https://www.people-press.org/2019/10/17/modest-changes-in-views-of-impeachment-proceedings-since-early-september/
[166] https://www.pewresearch.org/global/2019/10/17/lopinion-publique-europeenne-trois-decennies-apres-la-chute-du-communisme/
[164] https://www.pewresearch.org/global/2019/10/17/europejska-opinia-publiczna-po-trzech-dekadach-od-upadku-komunizmu/
[164] https://www.pewresearch.org/global/2019/10/17/evropske-verejne-mineni-tricet-let-po-padu-komunismu/
[148] https://www.pewforum.org/2019/10/17/

Top URLs in Tweet in G2:
[165] https://www.pewresearch.org/global/2019/10/16/die-offentliche-meinung-in-europa-30-jahre-nach-dem-zusammenbruch-des-kommunismus/
[162] https://www.pewresearch.org/global/2019/10/14/
[155] https://www.pewresearch.org/global/2019/10/17/evropske-verejne-mineni-tricet-let-po-padu-komunismu/
[155] https://www.people-press.org/2019/10/17/modest-changes-in-views-of-impeachment-proceedings-since-early-september/
[154] https://www.pewresearch.org/global/2019/10/17/lopinion-publique-europeenne-trois-decennies-apres-la-chute-du-communisme/
[154] https://www.people-press.org/2019/10/17/methodology-228/
[153] https://www.pewforum.org/2019/10/17/in-u-s-decline-of-christianity-continues-at-rapid-pace/
[151] https://www.pewresearch.org/global/2019/10/17/opinion-publica-europea-tres-decadas-despues-de-la-caida-del-comunismo/
[150] https://www.pewresearch.org/global/2019/10/17/europejska-opinia-publiczna-po-trzech-dekadach-od-upadku-komunizmu/
[137] https://www.pewforum.org/2019/10/17/

Top URLs in Tweet in G3:
[4] https://twitter.com/pewglobal/status/1184109780723552261

Top URLs in Tweet in G4:
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/16/despite-recovery-humpback-whales-in-the-south-atlantic-ocean-face-threats
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/09/23/eu-fisheries-management-improves-but-still-lags-behind-scientific-advice
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/07/how-international-shark-trade-restrictions-have-gained-momentum
[2] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2019/09/electronic-monitoring-a-key-tool-for-global-fisheries?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=nationalseafoodmonth
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2018/06/04/what-do-you-know-about-illegal-fishing
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2017/06/05/marine-reserves-can-help-oceans-and-people-withstand-climate-change
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/16/humpback-whales-recovery-underscores-need-to-safeguard-feeding-grounds?utm_campaign=environment&utm_source=twitter&utm_medium=social&utm_content=whales_bert
[2] http://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2016/09/10-reasons-to-end-overfishing-in-europe
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/08/09/americans-want-congress-to-act-to-fix-national-parks
[2] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2018/national-park-deferred-maintenance-needs#FixOurParks

Top URLs in Tweet in G5:
[3] https://apnews.com/35bd96fbeccc4cdeb191392a58ebdc2e?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow

Top URLs in Tweet in G6:
[21] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2019/10/two-decades-of-change-in-federal-and-state-higher-education-funding
[10] https://t.co/WAP5W1qp7U
[8] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/15/what-new-orleans-can-teach-other-cities-about-reducing-homelessness
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/17/states-kick-off-2019-with-new-tax-revenue-gains?utm_campaign=finance_economy&utm_source=twitter&utm_medium=social
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/15/dentistry-needs-radical-reforms-to-tackle-global-oral-disease-epidemic
[5] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/17/glitches-in-california-embolden-automatic-voter-registration-foes
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/10/14/americans-support-federal-action-to-make-student-loan-repayment-easier
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/16/tech-giants-fight-digital-right-to-repair-bills
[3] https://t.co/jAZqLJk5ES
[3] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2014/fiscal-50?utm_campaign=finance_economy&utm_source=twitter&utm_medium=social#ind0

Top URLs in Tweet in G7:
[97] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/03/talk-of-reparations-for-slavery-moves-to-state-capitols
[23] https://www.pewtrusts.org/research-and-analysis/blogs/stateline/2019/10/03/talk-of-reparations-for-slavery-moves-to-state-capitols

Top URLs in Tweet in G10:
[1] https://www.people-press.org/2019/10/17/modest-changes-in-views-of-impeachment-proceedings-since-early-september/

Top Domains
Top Domains in Tweet in Entire Graph:
[2011] pewresearch.org
[474] pewforum.org
[345] people-press.org
[302] pewtrusts.org
[37] oaklandnewsnow.com
[23] youtube.com
[19] welt.de
[18] t.co
[15] twitter.com
[12] ecointernet.org

Top Domains in Tweet in G2:
[1862] pewresearch.org
[434] pewforum.org
[314] people-press.org
[34] oaklandnewsnow.com
[22] youtube.com
[18] pewtrusts.org
[12] ecointernet.org
[7] twitter.com
[6] usnews.com
[5] securityboulevard.com

Top Domains in Tweet in G3:
[4] twitter.com

Top Domains in Tweet in G4:
[35] pewtrusts.org
[1] nationalgeographic.com
[1] twitter.com

Top Domains in Tweet in G5:
[3] apnews.com

Top Domains in Tweet in G6:
[117] pewtrusts.org
[18] t.co
[1] axios.com
[1] floridiansfordentalaccess.com

Top Domains in Tweet in G7:
[120] pewtrusts.org

Top Domains in Tweet in G10:
[1] people-press.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13] highered
[13] russia
[13] ukraine
[13] lgbt
[10] پاکستان_کا_دشمن_میرا_دشمن
[9] highseas
[9] news
[8] endoverfishing
[8] ourocean
[6] millennials



Top Hashtags in Tweet in G2:
[9] news
[3] tech
[2] technology
[2] blog
[2] highered
[2] millennials
[2] youtube
[2] la
[2] atlanta
[2] oakland

Top Hashtags in Tweet in G4:
[9] highseas
[8] ourocean
[8] endoverfishing
[5] fixourparks
[4] agrifish
[3] nationalseafoodmonth
[2] em4fish
[2] iuu
[2] protectssi
[1] fisheriessubsidies

Top Hashtags in Tweet in G6:
[11] highered
[4] dcpodfest
[3] bombcyclone
[3] highed
[3] democraticdebate
[2] highereducation
[2] emgtwitter
[2] recessionlessons
[2] cjreform
[1] oralhealth

Top Hashtags in Tweet in G8:
[1] democraticdebate

Top Words
Top Words in Tweet in Entire Graph:
[1867] Words in Sentiment List#1: Positive
[1380] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[76967] Non-categorized Words
[80214] Total Words
[3530] pew
[3512] research
[2833] new
[521] education
[505] health

Top Words in Tweet in G1:
[489] gamerpres2020
[488] reproductive
[488] health
[488] taught
[488] schools
[488] need
[488] completely
[488] restructure
[488] part
[488] education

Top Words in Tweet in G2:
[2801] pew
[2789] research
[2568] new
[371] methodology
[307] po
[273] europea
[273] comunismo
[248] european
[242] opinion
[229] s

Top Words in Tweet in G3:
[148] theworldindex
[147] 87
[147] 75
[146] share
[146] adults
[143] 78
[142] italy
[141] identify
[141] catholic
[141] poland

Top Words in Tweet in G4:
[88] pewenvironment
[56] s
[47] south
[37] roads
[33] fish
[30] pew_eu
[29] conservation
[29] 450
[29] 1950s
[28] humpbacks

Top Words in Tweet in G5:
[132] percentage
[132] americans
[132] religious
[132] affiliation
[132] rising
[132] significantly
[132] tandem
[132] sharp
[132] drop
[132] share

Top Words in Tweet in G6:
[86] pewtrusts
[60] states
[46] federal
[43] state
[36] funding
[35] new
[28] more
[27] higher
[26] pewstates
[25] education

Top Words in Tweet in G7:
[120] reparations
[97] looky
[97] here
[97] states
[97] considering
[97] african
[97] americans
[97] breakingbrown
[97] tonetalks
[96] adoslosangeles

Top Words in Tweet in G8:
[107] pew
[107] research
[107] radical
[107] right
[107] wing
[107] taxes
[106] danielturnerptf
[106] think
[106] tank
[106] 16

Top Words in Tweet in G9:
[76] ianbremmer
[62] identify
[60] 2009
[60] 2019
[50] poland
[48] approve
[48] shift
[48] market
[48] economy
[48] fall

Top Words in Tweet in G10:
[75] impeachment
[74] pew
[74] research
[74] center
[74] poll
[74] house
[74] inquiry
[74] 54
[74] approve
[74] 44

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3473] pew,research
[2765] new,pew
[488] reproductive,health
[488] health,taught
[488] taught,schools
[488] schools,need
[488] need,completely
[488] completely,restructure
[488] restructure,part
[488] part,education

Top Word Pairs in Tweet in G1:
[488] reproductive,health
[488] health,taught
[488] taught,schools
[488] schools,need
[488] need,completely
[488] completely,restructure
[488] restructure,part
[488] part,education
[487] gamerpres2020,reproductive
[487] education,syste

Top Word Pairs in Tweet in G2:
[2784] pew,research
[2555] new,pew
[368] research,methodology
[218] research,acknowledgments
[174] research,center
[167] meinung,europa
[167] nach,dem
[167] dem,zusammenbruch
[167] zusammenbruch,des
[167] des,kommunismus

Top Word Pairs in Tweet in G3:
[146] share,adults
[144] theworldindex,share
[141] adults,identify
[141] identify,catholic
[141] catholic,poland
[141] poland,87
[141] 87,croatia
[141] croatia,84
[141] 84,italy
[141] italy,78

Top Word Pairs in Tweet in G4:
[24] south,atlantic
[19] fishing,industry
[19] natlparkservice,maintains
[19] maintains,5
[19] 5,500
[19] 500,miles
[19] 36,4
[19] 4,3b
[19] huge,being
[19] being,hunted

Top Word Pairs in Tweet in G5:
[132] percentage,americans
[132] americans,religious
[132] religious,affiliation
[132] affiliation,rising
[132] rising,significantly
[132] significantly,tandem
[132] tandem,sharp
[132] sharp,drop
[132] drop,share
[129] ap,percentage

Top Word Pairs in Tweet in G6:
[25] higher,education
[17] great,recession
[15] federal,state
[14] education,funding
[13] tax,dollars
[12] states,half
[12] half,tax
[12] dollars,personal
[12] personal,income
[12] income,taxes

Top Word Pairs in Tweet in G7:
[97] looky,here
[97] here,states
[97] states,considering
[97] considering,reparations
[97] reparations,african
[97] african,americans
[97] americans,breakingbrown
[97] breakingbrown,tonetalks
[96] adoslosangeles,looky
[23] #,ados

Top Word Pairs in Tweet in G8:
[107] pew,research
[107] right,wing
[106] research,radical
[106] radical,right
[106] wing,think
[106] think,tank
[106] tank,16
[106] 16,americans
[106] americans,pay
[106] pay,79

Top Word Pairs in Tweet in G9:
[48] approve,shift
[48] shift,market
[48] market,economy
[48] economy,fall
[48] fall,communism
[48] communism,poland
[48] poland,85
[48] 85,e
[48] e,germany
[48] germany,83

Top Word Pairs in Tweet in G10:
[74] pew,research
[74] research,center
[74] center,poll
[74] poll,house
[74] house,impeachment
[74] impeachment,inquiry
[74] inquiry,54
[74] 54,approve
[74] approve,44
[74] 44,disapprove

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gamerpres2020
@theworldindex
@ap
@danielturnerptf
@breakingbrown
@tonetalks
@adoslosangeles
@pewenvironment
@pewtrusts
@ianbremmer

Top Mentioned in G1:
@gamerpres2020
@theshadowzero

Top Mentioned in G2:
@pawel_badzio
@baphometx
@jugbo
@nycnavid

Top Mentioned in G3:
@theworldindex
@agatonkozinski
@_sfnaqvi1

Top Mentioned in G4:
@pewenvironment
@pew_eu
@fixourparksus
@natlparkservice
@cites
@johnnyrbriggs
@bertarelli_fdn
@changingmarkets
@____cmf
@sciencejon

Top Mentioned in G5:
@ap

Top Mentioned in G6:
@pewtrusts
@pewstates
@sellensatt
@timhendersonsl
@bbarrettnc
@caitygarvs
@aegisdental
@teresawiltz
@sleiseca
@dcpodfest

Top Mentioned in G7:
@breakingbrown
@tonetalks
@adoslosangeles
@2life2love

Top Mentioned in G8:
@danielturnerptf
@baldeguy56

Top Mentioned in G9:
@ianbremmer
@theworldindex

Top Mentioned in G10:
@sahilkapur

Top Tweeters
Top Tweeters in Entire Graph:
@marcocostaatfx
@lindaleeking
@jim_peoples_
@mlnangalama
@llemj
@marciojmsilva
@zennie62
@cleopatra2910
@argojournal
@ecointernetdrgb

Top Tweeters in G1:
@quicksandbuddy
@desusaur
@pitzx2
@nadia2887
@maullarmaullar
@agnakagos
@dabottie
@axelofthekey
@zi0nide
@lighthousehut

Top Tweeters in G2:
@marciojmsilva
@cleopatra2910
@ecointernetdrgb
@ebertolaccini
@dlasamericas
@baphometx
@deutschland_brd
@modewelt_online
@analyticaglobal
@yonnescaut

Top Tweeters in G3:
@marcocostaatfx
@kknath26
@tuprimonv
@ssr57
@zenjk0
@capilo82
@mizanzika
@bjoornra
@helvispriestley
@wandeczka

Top Tweeters in G4:
@willseattle
@ollivier_yves
@mr_spock
@shinobuns
@dwatchnews
@mrkalman
@ladyj5569
@tribilintoby
@thereisanocean
@trudaoceans

Top Tweeters in G5:
@lindaleeking
@serendipitysays
@gr8musicvenues
@sws_edu
@lacunalingua
@mel_storni
@glaciarblue
@livegreenordie
@momsthoughts
@ap

Top Tweeters in G6:
@cheezwitham
@suzanneinlgb
@wsetiawan_id
@melissatweets
@thepowerofmeow
@jennykim
@vievararosel
@craigmatsuda
@syawal
@jlboul

Top Tweeters in G7:
@l_gordito
@nadiear23
@timsomor
@pinkpinkpetunia
@joyfulnoyz
@wcm3
@thisizhowwedoit
@jahaanisgreat
@thasouth
@dauglyfriend

Top Tweeters in G8:
@laridor1
@rockie_springer
@thetxembassy
@mtrushmore2016
@maryfass3
@rick_ingersoll
@billbong9059
@seldengadawgs
@ressiger1111
@honeybunchesof8

Top Tweeters in G9:
@varun18vijay
@fieldroamer
@sandoly
@hallonsa
@pablodelamac
@tartanroots
@neo_andreas
@salami
@mister__lemon
@faizisays

Top Tweeters in G10:
@argojournal
@nancypeggy
@smell3roses
@visionaryck
@seagal_lori
@zefirotorna
@ikassemdallas
@ltwasred
@draiochta14
@ryanbeckwith


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