pew research, Twitter, 11/15/2019 2:44:12 PM, 216518


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pew research_2019-11-15_06-32-43.xlsx
pew research_2019-11-15_06-32-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
pew research via NodeXL http://bit.ly/2qZuTvv
@leaveeuofficial
@migrationwatch
@britfam
@pewresearch
@legallro
@cvar_sil
@margotljparker
@migobs
@pewtrusts
@leebird64434634

Top hashtags:
#highseas
#rt
#plastic
#failedindiansecularism
#iccat
#mitigationmatters

Description:
Description
The graph represents a network of 2,802 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, 15 November 2019 at 14:33 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 2-hour, 8-minute period from Tuesday, 12 November 2019 at 20:12 UTC to Thursday, 14 November 2019 at 22:21 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
Vertices : 2802
Unique Edges : 2780
Edges With Duplicates : 2733
Total Edges : 5513
Number of Edge Types : 3
Tweet : 2763
Mentions : 2641
Replies to : 109
Self-Loops : 2763
Reciprocated Vertex Pair Ratio : 0.00987841945288754
Reciprocated Edge Ratio : 0.0195635816403311
Connected Components : 472
Single-Vertex Connected Components : 315
Maximum Vertices in a Connected Component : 1434
Maximum Edges in a Connected Component : 1619
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.19234
Graph Density : 0.000338667667634762
Modularity : 0.46118
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,802 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, 15 November 2019 at 14:33 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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, 2-hour, 8-minute period from Tuesday, 12 November 2019 at 20:12 UTC to Thursday, 14 November 2019 at 22:21 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".

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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[206] https://www.pewresearch.org/global/2019/11/13/europes-unauthorized-immigrant-population-peaks-in-2016-then-levels-off/
[198] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-methodology/
[195] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-a-nationalities-by-regional-classification/
[194] https://www.pewresearch.org/global/2019/11/13/la-population-dimmigrants-non-autorises-en-europe-se-stabilise-apres-avoir-atteint-un-pic-en-2016/
[194] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-c-unauthorized-immigrant-population-trends-without-waiting-asylum-seekers-by-country/
[194] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-d-references/
[194] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-acknowledgments/
[194] https://www.pewresearch.org/global/2019/11/13/the-origins-time-in-country-and-demographics-of-unauthorized-immigrants-in-europe/
[194] https://www.pewresearch.org/global/2019/11/13/four-countries-account-for-the-majority-of-europes-unauthorized-immigrant-population/
[193] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-b-unauthorized-immigrant-population-trends-with-waiting-asylum-seekers-by-country/

Top URLs in Tweet in G2:
[1] https://www.thesun.co.uk/uncategorized/10342159/one-in-four-illegal-migrants-eu-illegal-migrants-in-britain/
[1] https://twitter.com/pewglobal/status/1194633609920954371

Top URLs in Tweet in G3:
[185] https://www.pewresearch.org/global/2019/11/13/europes-unauthorized-immigrant-population-peaks-in-2016-then-levels-off/
[178] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-b-unauthorized-immigrant-population-trends-with-waiting-asylum-seekers-by-country/
[178] https://www.pewresearch.org/global/2019/11/13/four-countries-account-for-the-majority-of-europes-unauthorized-immigrant-population/
[178] https://www.pewresearch.org/global/2019/11/13/the-origins-time-in-country-and-demographics-of-unauthorized-immigrants-in-europe/
[178] https://www.pewresearch.org/global/2019/11/13/la-population-dimmigrants-non-autorises-en-europe-se-stabilise-apres-avoir-atteint-un-pic-en-2016/
[178] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-acknowledgments/
[177] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-d-references/
[177] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-c-unauthorized-immigrant-population-trends-without-waiting-asylum-seekers-by-country/
[176] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-methodology/
[176] https://www.pewresearch.org/global/2019/11/13/eu-unauthorized-immigrants-appendix-a-nationalities-by-regional-classification/

Top URLs in Tweet in G4:
[21] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2019/10/healthy-seagrass-forms-underwater-meadows-that-harbor-diverse-marine-life
[14] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/11/13/the-politics-of-medicaid-expansion-have-changed
[9] https://www.pewtrusts.org/en/research-and-analysis/data-visualizations/2019/the-overdose-crisis-involves-more-than-just-opioids?utm_campaign=health&utm_source=twitter&utm_medium=social&utm_content=drug_overdose_infographic
[9] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/04/for-some-native-americans-no-home-address-might-mean-no-voting
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2018/01/25/where-it-rains-it-floods?utm_campaign=environment&utm_source=twitter&utm_medium=social
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/11/12/each-states-economy-posted-gains-in-first-half-of-2019?utm_campaign=finance_economy&utm_source=twitter&utm_medium=social
[4] https://t.co/W1A9NyJC5C
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/11/12/states-hold-onto-federal-dollars-meant-for-needy-families
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2019/11/06/how-to-make-tax-incentives-more-effective-for-cities
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2019/10/02/as-rural-groceries-fade-away-lawmakers-wonder-whether-to-act

Top URLs in Tweet in G5:
[9] https://migrationobservatory.ox.ac.uk/resources/commentaries/pew-research-centre-estimates-on-the-irregular-migrant-population-the-uk-and-the-rest-of-europe/
[1] https://www.pewresearch.org/global/2019/11/13/europes-unauthorized-immigrant-population-peaks-in-2016-then-levels-off/
[1] https://twitter.com/MigObs/status/1194636950138785798
[1] https://medium.com/pew-research-center-decoded/5-tips-for-writing-about-polls-9cb0596ff28
[1] https://twitter.com/DezimInstitut/status/1195002654138806274
[1] http://www.pewresearch.org/methods/2019/02/27/growing-and-improving-pew-research-centers-american-trends-panel/
[1] https://medium.com/pew-research-center-decoded/sharing-the-code-we-used-to-study-the-publics-interest-in-the-flint-water-crisis-66215382b194
[1] https://mailchi.mp/pewresearch.org/u-s-immigration-mini-course
[1] https://www.pewresearch.org/fact-tank/2019/11/13/how-european-and-u-s-unauthorized-immigrant-populations-compare/
[1] https://twitter.com/MigObs/status/1194631923030642688

Top URLs in Tweet in G6:
[1] https://time.com/5718695/marriage-living-together-pew-research/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=_&linkId=76998272
[1] https://time.com/5718695/marriage-living-together-pew-research/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=_&linkId=76867767
[1] https://time.com/5718695/marriage-living-together-pew-research/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=_&linkId=76717021
[1] https://time.com/5718695/marriage-living-together-pew-research/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=_&linkId=76928993

Top URLs in Tweet in G8:
[3] https://www.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/
[1] https://www.heritage.org/election-integrity/commentary/new-report-exposes-thousands-illegal-votes-2016-election
[1] https://m.washingtontimes.com/news/2018/mar/22/democrats-more-educated-republicans-pew-research-c/

Top URLs in Tweet in G9:
[3] https://www.newsweek.com/daca-immigration-legal-pathways-u-s-pew-research-center-study-1471251?utm_source=Twitter&utm_campaign=NewsweekTwitter&utm_medium=Social

Top URLs in Tweet in G10:
[7] https://www.pewforum.org/2017/07/26/findings-from-pew-research-centers-2017-survey-of-us-muslims/

Top Domains
Top Domains in Tweet in Entire Graph:
[2599] pewresearch.org
[174] pewtrusts.org
[19] newsweek.com
[18] twitter.com
[17] t.co
[11] time.com
[10] ac.uk
[10] washingtontimes.com
[9] w.va
[8] pewforum.org

Top Domains in Tweet in G2:
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G3:
[2337] pewresearch.org
[11] newsweek.com
[10] pewtrusts.org
[7] twitter.com
[3] time.com
[2] theguardian.com
[2] wsj.com
[2] advisor.news
[2] washingtontimes.com
[2] infowars.com

Top Domains in Tweet in G4:
[151] pewtrusts.org
[17] t.co
[1] calbudgetcenter.org

Top Domains in Tweet in G5:
[9] ac.uk
[3] pewresearch.org
[3] twitter.com
[2] medium.com
[1] mailchi.mp

Top Domains in Tweet in G6:
[4] time.com

Top Domains in Tweet in G8:
[4] washingtontimes.com
[1] heritage.org

Top Domains in Tweet in G9:
[3] newsweek.com

Top Domains in Tweet in G10:
[7] pewforum.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[23] highseas
[21] rt
[15] plastic
[15] failedindiansecularism
[11] iccat
[9] mitigationmatters
[9] philadelphia
[8] usnavy
[6] antibiotic
[5] r4today



Top Hashtags in Tweet in G3:
[3] r4today
[3] marijuana
[2] vote
[2] 420friendly
[2] weedlover
[2] thc
[2] kahlibuds
[2] 420growlife
[1] data
[1] biodiversity

Top Hashtags in Tweet in G4:
[23] highseas
[15] plastic
[11] iccat
[9] mitigationmatters
[9] philadelphia
[8] usnavy
[6] antibiotic
[4] opioids
[4] medicaid
[3] antibiotics

Top Hashtags in Tweet in G5:
[4] undocumentedmigration

Top Hashtags in Tweet in G10:
[1] catholicchurch

Top Words
Top Words in Tweet in Entire Graph:
[803] Words in Sentiment List#1: Positive
[1958] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[91208] Non-categorized Words
[93969] Total Words
[4425] pew
[4417] research
[3002] new
[1687] immigrants
[1407] uk

Top Words in Tweet in G1:
[955] pew
[955] research
[955] centre
[955] found
[955] uk
[955] highest
[955] number
[955] illegal
[955] immigrants
[955] eu

Top Words in Tweet in G2:
[411] pew
[411] research
[360] uk
[360] migrants
[359] illegal
[359] countries
[359] estimate
[357] migrationwatch
[310] new
[309] compared

Top Words in Tweet in G3:
[2437] pew
[2424] research
[2307] new
[1185] unauthorized
[1074] population
[899] europe
[895] immigrant
[713] appendix
[594] 2016
[565] s

Top Words in Tweet in G4:
[106] pewtrusts
[56] s
[54] more
[51] t
[51] pewenvironment
[48] now
[45] up
[41] state
[40] 000
[39] new

Top Words in Tweet in G5:
[60] research
[56] new
[45] uk
[39] pewresearch
[38] pew
[35] data
[34] migobs
[33] estimates
[32] migrants
[31] population

Top Words in Tweet in G6:
[166] s
[85] marriage
[81] longer
[81] quite
[81] clear
[81] becoming
[81] instead
[81] reward
[81] luxury
[81] parenting

Top Words in Tweet in G7:
[2] article

Top Words in Tweet in G8:
[9] realdonaldtrump
[7] pew
[7] research
[3] very
[3] hill
[2] according
[2] ap
[2] found
[2] right
[2] even

Top Words in Tweet in G9:
[50] daca
[50] hits
[50] supreme
[50] court
[50] study
[50] finds
[50] americans
[50] want
[50] undocumented
[50] immigrants

Top Words in Tweet in G10:
[18] pew
[18] research
[17] survey
[17] severe
[17] clergy
[17] shortage
[17] church
[17] western
[17] world
[17] facing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4364] pew,research
[2587] new,pew
[1056] highest,number
[1051] research,centre
[1013] illegal,immigrants
[1009] immigrants,eu
[1006] number,illegal
[1005] centre,found
[1005] found,uk
[1005] uk,highest

Top Word Pairs in Tweet in G1:
[955] pew,research
[955] research,centre
[955] centre,found
[955] found,uk
[955] uk,highest
[955] highest,number
[955] number,illegal
[955] illegal,immigrants
[955] immigrants,eu
[955] eu,figure

Top Word Pairs in Tweet in G2:
[411] pew,research
[359] estimate,pew
[309] uk,illegal
[309] illegal,migrants
[309] migrants,compared
[309] compared,european
[309] european,countries
[309] countries,according
[309] according,new
[309] new,estimate

Top Word Pairs in Tweet in G3:
[2416] pew,research
[2296] new,pew
[893] unauthorized,immigrant
[891] immigrant,population
[707] research,appendix
[537] europe,s
[536] s,unauthorized
[358] asylum,seekers
[357] population,trends
[357] waiting,asylum

Top Word Pairs in Tweet in G4:
[23] chance,time
[23] time,action
[23] action,now
[23] now,protecting
[23] protecting,#highseas
[23] #highseas,isn
[23] isn,t
[23] t,option
[23] option,s
[23] s,now

Top Word Pairs in Tweet in G5:
[30] pew,research
[29] irregular,migrants
[28] migrant,population
[28] research,centre
[27] based,research
[27] centre,pewresearch
[27] pewresearch,produced
[27] produced,first
[27] first,new
[27] new,data

Top Word Pairs in Tweet in G6:
[81] marriage,longer
[81] longer,s
[81] s,quite
[81] quite,clear
[81] clear,s
[81] s,becoming
[81] becoming,instead
[81] instead,reward
[81] reward,luxury
[81] luxury,parenting

Top Word Pairs in Tweet in G8:
[5] pew,research
[2] gop,realdonaldtrump
[2] same,rating
[2] rating,hill
[2] c,span

Top Word Pairs in Tweet in G9:
[50] daca,hits
[50] hits,supreme
[50] supreme,court
[50] court,study
[50] study,finds
[50] finds,americans
[50] americans,want
[50] want,undocumented
[50] undocumented,immigrants
[50] immigrants,stay

Top Word Pairs in Tweet in G10:
[18] pew,research
[17] research,survey
[17] survey,severe
[17] severe,clergy
[17] clergy,shortage
[17] shortage,church
[17] church,western
[17] western,world
[17] world,facing
[17] facing,crunch

Top Replied-To
Top Replied-To in Entire Graph:
@zerme
@moderatewill
@meretriciouspro
@institutelogpol
@ibtimes
@leesgirl9
@lazymillenial89
@jasonmwynne
@saintjimjim
@chrisjhudson

Top Replied-To in G2:
@saintjimjim

Top Replied-To in G4:
@ibtimes

Top Replied-To in G5:
@chrisjhudson
@emmevilla
@marziarango

Top Replied-To in G7:
@fwe1991

Top Replied-To in G8:
@va_primetime
@givememyrights
@fred64863291
@slaaabbb
@seanhannity
@lex_491
@renesta
@education4libs
@nadiajewel
@toadgnarly

Top Replied-To in G10:
@pewreligion

Top Mentioned
Top Mentioned in Entire Graph:
@leaveeuofficial
@migrationwatch
@pewtrusts
@time
@pewenvironment
@thesun
@pewresearch
@newsweek
@migobs
@cvar_sil

Top Mentioned in G1:
@leaveeuofficial

Top Mentioned in G2:
@migrationwatch
@thesun
@leaveeuofficial
@margotljparker
@godfrey28482926
@telegraph
@cvar_sil

Top Mentioned in G3:
@truthseekers111
@queenfreemarket
@badgoy17

Top Mentioned in G4:
@pewtrusts
@pewenvironment
@pewstates
@oceansken
@cdcgov
@pewhealth
@mikethompsongvt
@uvklvr47
@lucykeithdiagne
@michael_ollove

Top Mentioned in G5:
@pewresearch
@migobs
@cvar_sil
@pewmethods
@fduvell
@rolandhosner
@sundersays
@m_sumption
@nandosigona
@facttank

Top Mentioned in G6:
@time

Top Mentioned in G7:
@georgew73855762
@tthompie
@bpatisms
@flattielover
@gorillastyle
@thereseosulliv2
@ebbuildwall
@klee34036780
@iamthedriving
@bigsw1

Top Mentioned in G8:
@realdonaldtrump
@gop
@redbluelisa
@ltnldy805
@whitehouse
@jl_soto
@andyostroy
@ryanhillmi
@seanspicer
@truthhu55790347

Top Mentioned in G9:
@newsweek

Top Mentioned in G10:
@legallro
@pewreligion
@pewresearch

Top Tweeters
Top Tweeters in Entire Graph:
@gumartinslive
@innovativehindu
@revolution_fr
@dhruvbhim
@my_amigouk
@ecointernetdrgb
@real_infinity95
@cleopatra2910
@ebertolaccini
@twillynavy246

Top Tweeters in G1:
@my_amigouk
@wardj15
@soniaerasmus
@rentonmagauk
@blanken01
@thorpelynden
@julie34479
@vienesewaltz
@ahtlam
@claygrewtall

Top Tweeters in G2:
@firetrench
@thesun
@alanjohnson35
@heidiec5
@johnmknox1
@wendypuerto
@staythecourse7
@superbikeal
@phenicemccall
@kheatherbrown

Top Tweeters in G3:
@cleopatra2910
@ebertolaccini
@analyticaglobal
@jdoaim
@nmitch
@saeedbaygi
@pressgr_blog
@ricocolon1
@jugbo
@pr24_pl

Top Tweeters in G4:
@legallybae
@danielkemp6
@milatrud11
@de_plazza
@janieo
@frecklesxx20
@redot2005
@mr_spock
@surveysunday
@dylanhunt2017

Top Tweeters in G5:
@revolution_fr
@rf_jenkins
@sundersays
@svencjohn_steve
@laboescapes
@pawelterlecki
@robfordmancs
@publicsituation
@colinrtalbot
@jakubkrupa

Top Tweeters in G6:
@real_infinity95
@indignindigente
@time
@johnnydee62
@aquarius1049
@iamsophianelson
@milostudio
@oseuntadef
@zi1ch
@aabullet

Top Tweeters in G7:
@thereseosulliv2
@tthompie
@jujube23
@klee34036780
@kay89266490
@lucyforliberty
@teresam46396557
@iamthedriving
@leonwhi63670221
@ihavegodsfavor

Top Tweeters in G8:
@scottpresler
@lex_491
@armenk6
@givememyrights
@realdonaldtrump
@ltnldy805
@gop
@andyostroy
@loudobbs
@bad_lizard

Top Tweeters in G9:
@jamestoupin
@funnagan
@overunderclover
@batsflywest
@aprilstearns
@mattison
@newsweek
@oldwac1
@lotsofuss
@rayvzblanca1

Top Tweeters in G10:
@urghthiskhairul
@jinit12345
@si_lv_er
@chilakalakartik
@ujjwaladesai
@rs62876756
@the_muslimtimes
@dennis19308226
@latekitty1
@om_sainatha


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