pew research, Twitter, 12/29/2022 2:56:29 AM, 287160


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pew research_2022-12-28_18-37-04.xlsx
pew research_2022-12-28_18-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 29, 2022
Short Description:
pew research via NodeXL https://bit.ly/3Q6RZIf
@anthony_chaffee
@newsmax
@gatsbychristian
@foxnews
@pewtrusts
@pewstates
@incarcernation
@birrgnclikadana
@4protectedright
@elonmusk

Top hashtags:
#dyk
#emgtwitter
#medcomid
#defundsvt
#oott
#sumup
#end2022
#bidenadmin

Description:
Description
The graph represents a network of 356 Twitter users whose recent tweets contained "pew research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 02:37 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 3-minute period from Tuesday, 20 December 2022 at 22:55 UTC to Thursday, 29 December 2022 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 356
Unique Edges : 104
Edges With Duplicates : 587
Total Edges : 691
Number of Edge Types : 7
MentionsInReplyTo : 125
Replies to : 62
Tweet : 52
Retweet : 216
MentionsInRetweet : 219
Mentions : 16
Quote : 1
Self-Loops : 63
Reciprocated Vertex Pair Ratio : 0.0365853658536585
Reciprocated Edge Ratio : 0.0705882352941176
Connected Components : 64
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 154
Maximum Edges in a Connected Component : 307
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.953647
Graph Density : 0.00269029909795854
Modularity : 0.45644
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 356 Twitter users whose recent tweets contained "pew research", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 02:37 UTC.

The tweets in the network were tweeted over the 8-day, 2-hour, 3-minute period from Tuesday, 20 December 2022 at 22:55 UTC to Thursday, 29 December 2022 at 00:58 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[4] https://twitter.com/Rad_One1/status/1608092491437445120/photo/1
[2] https://www.foxnews.com/politics/poll-most-americans-see-us-influence-globe-decline
[2] https://twitter.com/levargwilson/status/1608162798684573697/photo/1
[1] https://twitter.com/4protectedright/status/1608089873201913860/photo/1
[1] https://twitter.com/4protectedright/status/1608088042287562753/photo/1
[1] https://www.pewresearch.org/fact-tank/2022/06/07/about-5-of-young-adults-in-the-u-s-say-their-gender-is-different-from-their-sex-assigned-at-birth/
[1] https://www.opindia.com/2021/08/pew-research-survey-afghanistan-sharia-taliban/
[1] https://www.pewresearch.org/religion/2013/04/30/the-worlds-muslims-religion-politics-society-beliefs-about-sharia/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/07/01/noncitizens-are-slowly-gaining-voting-rights
[1] https://www.medcom.id/gaya/family/aNrvJmgN-enam-cara-menghadapi-parental-burnout-di-masa-pandemi

Top URLs in Tweet in G1:
[1] https://www.pewresearch.org/fact-tank/2016/12/13/whats-on-your-table-how-americas-diet-has-changed-over-the-decades/
[1] https://twitter.com/anthony_chaffee/status/1607992731074461697/photo/1

Top URLs in Tweet in G2:
[4] https://twitter.com/Rad_One1/status/1608092491437445120/photo/1
[2] https://twitter.com/levargwilson/status/1608162798684573697/photo/1
[2] https://www.foxnews.com/politics/poll-most-americans-see-us-influence-globe-decline
[1] https://www.pewresearch.org/global/2009/11/02/end-of-communism-cheered-but-now-with-more-reservations/
[1] https://www.pewresearch.org/religion/2019/07/23/what-americans-know-about-religion/
[1] https://twitter.com/foucaultyen/status/1608256910314143756/photo/1
[1] https://www.newsmax.com/newsfront/pew-research-poll-us/2022/12/28/id/1102194/?ns_mail_uid=ea7447e5-4bed-4819-a627-69d501f77776&ns_mail_job=DM414474_12282022&s=acs&dkt_nbr=01050243joi6
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/09/21/the-us-has-reversed-pandemic-job-losses-most-individual-states-havent
[1] https://bit.ly/3BkNe
[1] https://twitter.com/webmastergirl/status/1608076799178686464/photo/1

Top URLs in Tweet in G3:
[1] https://www.newsmax.com/politics/pew-research-poll-us/2022/12/28/id/1102194/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/fact-tank/2022/12/22/far-more-americans-see-u-s-influence-on-the-world-stage-getting-weaker-than-stronger/
[1] https://trib.al/znJLO4r
[1] https://twitter.com/GatsbyChristian/status/1608204498295480320/photo/1

Top URLs in Tweet in G5:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/09/24/a-deep-dive-into-americas-rivers?utm_campaign=conservation_usplrc________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____stattile_&utm_term=___datapoint
[1] https://twitter.com/pewtrusts/status/1608101225098100742/photo/1
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/21/new-state-retirement-savings-programs-prompt-increased-private-plan-adoption?utm_campaign=financeandeconomy_retsa________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____linkcard_&utm_term=___researchshows
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/20/white-house-plan-looks-to-nature-to-improve-climate-resiliency-biodiversity-and-social-equity
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/02/24/new-study-underscores-urgent-need-for-new-antibiotics
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/12/15/flooding-is-nearly-a-daily-occurrence-throughout-the-us
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets?utm_campaign=governing_ffi________&utm_source=twitter_states&utm_medium=social&utm_content=chart&utm_term=problem
[1] https://twitter.com/PewStates/status/1608123222737784833/photo/1
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/08/16/methamphetamine-use-overdose-deaths-and-arrests-soared-from-2015-to-2019?utm_campaign=communities_psp________&utm_source=twitter_states&utm_medium=social&utm_content=linkcard&utm_term=datapoint
[1] https://www.pewtrusts.org/en/research-and-analysis/reports/2022/11/wildfires-burning-through-state-budgets?utm_campaign=governing_ffi________&utm_source=twitter_environment&utm_medium=social&utm_content=stattile_&utm_term=declarative

Top URLs in Tweet in G6:
[1] https://twitter.com/4protectedright/status/1608089873201913860/photo/1
[1] https://twitter.com/4protectedright/status/1608088042287562753/photo/1

Top URLs in Tweet in G7:
[1] https://twitter.com/birrgnclikadana/status/1608185926907215877/photo/1

Top URLs in Tweet in G8:
[1] https://twitter.com/IncarcerNation/status/1608198207967842305/photo/1

Top URLs in Tweet in G9:
[1] https://twitter.com/colinjones/status/1608121191209779203
[1] https://www.grid.news/story/politics/2022/12/17/a-mass-exodus-from-christianity-is-underway-in-america-heres-why/

Top Domains
Top Domains in Tweet in Entire Graph:
[29] twitter.com
[13] pewresearch.org
[13] pewtrusts.org
[8] newsmax.com
[4] blogspot.com
[3] elmundo.es
[2] foxnews.com
[2] techitoolz.com
[1] opindia.com
[1] medcom.id

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

Top Domains in Tweet in G2:
[13] twitter.com
[7] pewresearch.org
[7] newsmax.com
[4] blogspot.com
[3] elmundo.es
[2] foxnews.com
[2] techitoolz.com
[1] pewtrusts.org
[1] bit.ly
[1] thehindu.com

Top Domains in Tweet in G3:
[1] newsmax.com

Top Domains in Tweet in G4:
[1] pewresearch.org
[1] trib.al
[1] twitter.com

Top Domains in Tweet in G5:
[9] pewtrusts.org
[3] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com

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

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] twitter.com
[1] grid.news

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] dyk
[2] emgtwitter
[1] medcomid
[1] defundsvt
[1] oott
[1] sumup
[1] end2022
[1] bidenadmin
[1] communists
[1] endtimes



Top Hashtags in Tweet in G1:
[1] carnivore
[1] health
[1] keto

Top Hashtags in Tweet in G2:
[1] teens
[1] positive
[1] outlook
[1] social
[1] bidenadmin
[1] communists
[1] endtimes
[1] socialism
[1] wef
[1] criminals

Top Hashtags in Tweet in G5:
[5] dyk
[2] emgtwitter

Top Words
Top Words in Tweet in Entire Graph:
[308] disease
[273] pew
[155] beef
[154] 1970s
[154] rates
[154] blame
[154] chronic
[154] cancer
[154] rise
[154] heart

Top Words in Tweet in G1:
[308] disease
[155] beef
[154] chronic
[154] autoimmune
[154] rates
[154] blame
[154] rise
[154] cancer
[154] pew
[154] 1970s

Top Words in Tweet in G2:
[35] pew
[32] research
[14] center
[11] americans
[8] 2022
[6] people
[6] influence
[6] poll
[5] more
[5] according

Top Words in Tweet in G3:
[29] half
[29] americans
[29] world
[29] according
[29] lost
[29] poll
[29] states
[29] pew
[29] stage
[29] influence

Top Words in Tweet in G4:
[12] foxnews
[7] influence
[7] research
[7] poll
[7] pew
[6] fox
[6] center
[5] decline
[5] news
[5] around

Top Words in Tweet in G5:
[10] rivers
[9] pewtrusts
[6] nature
[6] help
[6] wildfire
[5] grows
[5] large
[5] flowing
[5] others
[5] one

Top Words in Tweet in G6:
[6] elonmusk
[4] science
[3] sirdukedevin
[3] research
[3] repmtg
[3] media
[3] pew
[2] gallina
[2] draughtjane
[2] social

Top Words in Tweet in G7:
[9] bir
[8] dönüşme
[8] yaşadığımız
[8] tartışmaya
[8] konuşmaların
[8] ki
[8] öyle
[8] pew
[8] dünya
[8] research

Top Words in Tweet in G8:
[8] done
[8] give
[8] people
[8] cops
[8] work
[8] total
[8] believe
[8] weapon
[8] enough
[8] black

Top Words in Tweet in G9:
[8] americans
[7] minority
[7] trends
[7] center
[7] continue
[7] estimates
[7] 2070
[7] current
[7] pew
[7] research

Top Words in Tweet in G10:
[4] desdetenus
[4] babgi
[4] samuel_lafont
[4] millions
[3] sont
[3] par
[2] faux
[2] center
[2] habitants
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[154] cancer,rates
[154] beef,pew
[154] rates,rise
[154] chronic,disease
[154] blame,beef
[154] autoimmune,cancer
[154] rise,1970s
[154] heart,disease
[154] 1970s,blame
[154] disease,autoimmune

Top Word Pairs in Tweet in G1:
[154] disease,autoimmune
[154] disease,heart
[154] autoimmune,cancer
[154] heart,disease
[154] chronic,disease
[154] 1970s,blame
[154] blame,beef
[154] cancer,rates
[154] rates,rise
[154] rise,1970s

Top Word Pairs in Tweet in G2:
[31] pew,research
[14] research,center
[5] according,pew
[4] poll,americans
[4] americans,global
[4] pew,poll
[4] global,influence
[4] influence,getting
[4] getting,weaker
[2] people,people

Top Word Pairs in Tweet in G3:
[29] half,americans
[29] according,half
[29] americans,poll
[29] states,lost
[29] stage,according
[29] lost,influence
[29] poll,pew
[29] united,states
[29] influence,world
[29] pew,research

Top Word Pairs in Tweet in G4:
[7] pew,research
[6] research,center
[5] foxnews,pew
[5] influence,around
[5] around,globe
[5] globe,decline
[5] fox,news
[4] center,conducted
[4] conducted,survey
[3] news,influence

Top Word Pairs in Tweet in G5:
[5] cover,costs
[5] people,nature
[5] others,shell
[5] manage,others
[5] wildfire,grows
[5] grows,large
[5] shell,cover
[5] rivers,support
[5] large,one
[5] ecosystems,help

Top Word Pairs in Tweet in G6:
[3] sirdukedevin,elonmusk
[3] pew,research
[2] draughtjane,sirdukedevin
[2] both,parties
[2] call,activism
[2] repmtg,judiciarygop
[2] social,media
[2] judiciarygop,elonmusk

Top Word Pairs in Tweet in G7:
[8] potansiyeli,çok
[8] hale,geldi
[8] bir,hale
[8] pew,research
[8] tartışmaya,dönüşme
[8] çok,yüksek
[8] konuşmaların,tartışmaya
[8] dönüşme,potansiyeli
[8] dünya,öyle
[8] ki,konuşmaların

Top Word Pairs in Tweet in G8:
[8] total,85
[8] 85,cops
[8] believe,enough
[8] weapon,work
[8] give,black
[8] enough,done
[8] cops,fired
[8] fired,weapon
[8] done,give
[8] work,believe

Top Word Pairs in Tweet in G9:
[7] minority,americans
[7] research,center
[7] current,trends
[7] 2070,current
[7] trends,continue
[7] estimates,christians
[7] americans,2070
[7] center,estimates
[7] pew,research
[7] christians,minority

Top Word Pairs in Tweet in G10:
[4] desdetenus,samuel_lafont
[4] samuel_lafont,babgi
[2] extreme,droite
[2] millions,habitants
[2] habitants,dont
[2] research,center
[2] pew,research
[2] sont,faux
[2] noveldeternite,desdetenus

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@anthony_chaffee
@newsmax
@pewtrusts
@birrgnclikadana
@incarcernation
@colinjones
@elonmusk
@foxnews
@pewstates
@desdetenus

Top Mentioned in G1:
@anthony_chaffee

Top Mentioned in G3:
@newsmax

Top Mentioned in G4:
@foxnews
@cbsnews
@abc
@nytimes
@wsj
@ap
@npr
@potus
@gop
@joebiden

Top Mentioned in G5:
@pewtrusts
@pewstates

Top Mentioned in G6:
@elonmusk
@repmtg
@judiciarygop
@sirdukedevin
@draughtjane

Top Mentioned in G7:
@birrgnclikadana

Top Mentioned in G8:
@incarcernation

Top Mentioned in G9:
@colinjones

Top Mentioned in G10:
@desdetenus
@samuel_lafont
@babgi

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@sar_oso
@bartek93794875
@deathtocrazy
@foxnews
@nytimes
@nievenoticias
@carol38553
@carolannlemon1
@abc

Top Tweeters in G1:
@stillbigo
@margybargy
@mindfrozentime
@solarcoinnews
@trm75530264
@cironoeuro
@tullyfur
@melanie84944203
@steph93065in21
@miketampa69

Top Tweeters in G2:
@nievenoticias
@carol38553
@medcom_id
@andie_cole_
@booksleadership
@thepugnews
@news_pug
@beyondthewub
@webmastergirl
@foucaultyen

Top Tweeters in G3:
@rashidaldosari
@carolannlemon1
@melissausais1
@jgzgurl24
@sanbernman
@rjgms
@newsmax
@joehowe60119807
@ddsdogg
@byethetruth

Top Tweeters in G4:
@foxnews
@nytimes
@abc
@wsj
@cnn
@cbsnews
@ap
@npr
@argo_times
@gop

Top Tweeters in G5:
@deathtocrazy
@tony_porras2050
@andzlandz
@pewenvironment
@pewtrusts
@pewstates
@justb_2020
@roywmsjr
@mcbridetd
@carolinagal14

Top Tweeters in G6:
@draughtjane
@sirdukedevin
@4protectedright
@judiciarygop
@elonmusk
@calltoactivism
@repmtg
@luteslayer
@rickhuberfl

Top Tweeters in G7:
@ayeglda05993544
@enise_nur_
@gamze_kl27
@ensartalhaensar
@birrgnclikadana
@sdogerr
@busraa_karakocc
@devrimmuhammedi

Top Tweeters in G8:
@sar_oso
@lifepath23
@marrs_edward
@mom1bear
@fundevogel13
@beezerism
@disappointed784
@incarcernation

Top Tweeters in G9:
@seanfionn
@ladylisadcantu1
@tvisgreat
@obscurement
@colinjones
@gridnews
@brian11098684

Top Tweeters in G10:
@samuel_lafont
@desdetenus
@babgi
@just_1ncase
@motsetmottes
@noveldeternite


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