pew research, Twitter, 9/1/2022 1:56:31 AM, 281043


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pew research_2022-08-31_18-37-04.xlsx
pew research_2022-08-31_18-37-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
pew research via NodeXL https://bit.ly/3CMiU7G
@kylegriffin1
@gopchairwoman
@pewenvironment
@benrich47523142
@royalsaddler
@pewresearch
@shannonrwatts
@sueurahn
@keishablain
@pewreligion

Top hashtags:
#igc5
#highseas
#payroll
#quickbookssolutionprovider
#crypto

Description:
Description
The graph represents a network of 6,647 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, 01 September 2022 at 01:42 UTC.

The requested start date was Thursday, 01 September 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 13-day, 21-hour, 50-minute period from Thursday, 18 August 2022 at 00:03 UTC to Wednesday, 31 August 2022 at 21:54 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 : 6647
Unique Edges : 2928
Edges With Duplicates : 8450
Total Edges : 11378
Number of Edge Types : 5
Retweet : 3692
MentionsInRetweet : 3951
Mentions : 1748
Tweet : 1327
Replies to : 660
Self-Loops : 1346
Reciprocated Vertex Pair Ratio : 0.00735545672254533
Reciprocated Edge Ratio : 0.0146034980472067
Connected Components : 1233
Single-Vertex Connected Components : 603
Maximum Vertices in a Connected Component : 2835
Maximum Edges in a Connected Component : 6219
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.431786
Graph Density : 0.000133307793048174
Modularity : 0.533121
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,647 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, 01 September 2022 at 01:42 UTC.

The requested start date was Thursday, 01 September 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 13-day, 21-hour, 50-minute period from Thursday, 18 August 2022 at 00:03 UTC to Wednesday, 31 August 2022 at 21:54 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:
[55] https://www.cpapracticeadvisor.com/2022/07/31/quitting-your-job-pays-more-for-the-great-resignation/69011/
[28] https://www.theguardian.com/world/2020/jan/22/holocaust-survey-americans-pew-research-center
[25] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/22/yes-slavery-is-on-the-ballot-in-these-states
[19] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/07/22/investors-bought-a-quarter-of-homes-sold-last-year-driving-up-rents
[15] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[15] https://robertpaulreyes.com/pew-research-the-better-americans-know-evangelicals-the-less-they-like-them/
[13] https://www.pewresearch.org/religion/2022/08/23/indias-sex-ratio-at-birth-begins-to-normalize/
[13] https://newsone.com/4399226/pew-research-report-black-adults-racism/
[10] https://www.pewresearch.org/politics/2022/08/23/abortion-rises-in-importance-as-a-voting-issue-driven-by-democrats/
[10] https://cointelegraph.com/news/nearly-half-of-us-adults-say-their-crypto-punts-are-worse-than-expected-survey

Top URLs in Tweet in G2:
[55] https://www.cpapracticeadvisor.com/2022/07/31/quitting-your-job-pays-more-for-the-great-resignation/69011/
[9] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[8] https://www.pewresearch.org/religion/2022/08/23/indias-sex-ratio-at-birth-begins-to-normalize/
[8] https://newsone.com/4399226/pew-research-report-black-adults-racism/
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/22/yes-slavery-is-on-the-ballot-in-these-states
[7] https://cointelegraph.com/news/nearly-half-of-us-adults-say-their-crypto-punts-are-worse-than-expected-survey
[6] https://www.pewresearch.org/politics/2022/08/23/abortion-rises-in-importance-as-a-voting-issue-driven-by-democrats/
[6] https://www.pewresearch.org/fact-tank/2022/08/23/46-of-americans-who-have-invested-in-cryptocurrency-say-its-done-worse-than-expected/
[6] https://ifttt.com/applets/ELCMuz4H
[5] https://www.nbcnews.com/tech/tech-news/gen-z-facebook-pew-research-center-finds-rcna42429

Top URLs in Tweet in G3:
[15] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/22/yes-slavery-is-on-the-ballot-in-these-states
[13] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/07/22/investors-bought-a-quarter-of-homes-sold-last-year-driving-up-rents
[7] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/03/07/global-voices-seek-to-protect-and-conserve-abundant-life-in-international-waters?utm_campaign=conservation_olhs_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=_____video_&utm_term=___
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/24/new-safeguards-may-help-those-who-are-drowning-in-medical-debt
[7] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/15/state-attorneys-general-unite-against-robocalls
[6] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/05/10/budget-surpluses-push-states-financial-reserves-to-all-time-highs?utm_campaign=financeandeconomy_sfh&utm_source=twitter_states&utm_medium=social&utm_content=map&utm_term=cta_knowledgegap
[5] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/08/16/methamphetamine-use-overdose-deaths-and-arrests-soared-from-2015-to-2019
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/08/22/historic-climate-law-includes-major-investments-in-nature-based-solutions
[4] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2022/08/25/towns-may-grow-millions-more-trees-with-15b-for-urban-forestry
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/01/31/louisiana-seeks-reserve-to-help-stem-coastal-wetlands-declines?utm_campaign=conservation_uso_oceans_______&utm_source=twitter_environment&utm_medium=social&utm_content=_____linkcard_&utm_term=___

Top URLs in Tweet in G4:
[1] https://www.cnn.com/2018/03/22/politics/democrat-republican-education-poll-women-pew-research-trnd/index.html

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/religion/2006/10/05/historical-overview-of-pentecostalism-in-india/
[1] https://swarajyamag.com/news-brief/father-from-qureshi-caste-beheads-daughter-for-eloping-with-man-from-lower-saifi-caste-in-ups-meerut

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/politics/2022/08/23/abortion-rises-in-importance-as-a-voting-issue-driven-by-democrats/

Top URLs in Tweet in G7:
[1] https://www.cnn.com/2022/08/30/politics/poll-black-americans-racism-change/index.html
[1] https://apnews.com/article/lawsuits-california-legislature-gavin-newsom-ccdfbe26bce85872d6162c5e32cf6c1a

Top URLs in Tweet in G8:
[2] http://scroll.in/latest/1031179/
[1] https://hindutvawatch.org/cbn-ill-keep-serving-god-till-my-last-breath-indian-pastor-reports-cops-persecuted-beat-and-drove-him-from-his-home/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/race-ethnicity/2022/01/20/the-caribbean-is-the-largest-origin-source-of-black-immigrants-but-fastest-growth-is-among-african-immigrants/

Top Domains
Top Domains in Tweet in Entire Graph:
[337] pewtrusts.org
[251] pewresearch.org
[233] indiatoday.in
[65] twitter.com
[55] cpapracticeadvisor.com
[38] eu.org
[30] theguardian.com
[15] xn--kerkkhaber-deb.com
[15] robertpaulreyes.com
[13] newsone.com

Top Domains in Tweet in G2:
[107] pewresearch.org
[55] cpapracticeadvisor.com
[38] eu.org
[36] pewtrusts.org
[36] twitter.com
[15] xn--kerkkhaber-deb.com
[8] blockchain.news
[8] newsone.com
[7] bloomberg.com
[7] cointelegraph.com

Top Domains in Tweet in G3:
[267] pewtrusts.org
[1] yale.edu
[1] medium.com
[1] pewresearch.org

Top Domains in Tweet in G4:
[1] cnn.com

Top Domains in Tweet in G5:
[1] pewresearch.org
[1] swarajyamag.com

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

Top Domains in Tweet in G7:
[1] cnn.com
[1] apnews.com

Top Domains in Tweet in G8:
[2] scroll.in
[1] hindutvawatch.org

Top Domains in Tweet in G9:
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] igc5
[57] highseas
[55] payroll
[54] quickbookssolutionprovider
[26] crypto
[26] pewresearch
[23] μεταναστευτικο
[22] evangelicals
[16] مجاعة_الصومال
[14] opioid



Top Hashtags in Tweet in G2:
[55] payroll
[54] quickbookssolutionprovider
[15] crypto
[7] tiktok
[7] nft
[6] youtube
[6] americans
[6] bitcoin
[5] poll
[5] education

Top Hashtags in Tweet in G3:
[85] igc5
[56] highseas
[14] opioid
[6] parisagreement
[5] ai
[4] iuu
[3] dyk
[3] ioad2022
[3] bbnj
[3] laccw

Top Hashtags in Tweet in G4:
[1] gymjordan

Top Hashtags in Tweet in G5:
[2] historical
[2] pentecostalism
[2] india
[2] pew
[2] ic

Top Hashtags in Tweet in G7:
[1] highseas

Top Words
Top Words in Tweet in Entire Graph:
[4421] pew
[4349] research
[1428] center
[1311] voters
[1234] poll
[1211] abortion
[1192] important
[1131] issue
[1117] 56
[1039] very

Top Words in Tweet in G1:
[835] pew
[835] research
[835] poll
[835] majority
[835] registered
[835] voters
[835] 56
[835] issue
[835] abortion
[835] very

Top Words in Tweet in G2:
[701] pew
[693] research
[405] center
[113] job
[112] according
[104] americans
[95] found
[95] survey
[88] 2022
[74] between

Top Words in Tweet in G3:
[230] pewenvironment
[151] ocean
[138] pewtrusts
[118] pewstates
[101] states
[93] state
[93] threat
[88] one
[85] #igc5
[83] leaders

Top Words in Tweet in G4:
[466] pew
[464] research
[463] gopchairwoman
[452] according
[449] americans
[446] year
[446] degree
[446] make
[445] young
[445] rate

Top Words in Tweet in G5:
[188] research
[188] center
[187] caste
[186] heartbreaking
[186] pew
[186] latest
[186] survey
[186] india
[186] opposition
[186] inter

Top Words in Tweet in G6:
[321] voters
[173] pew
[173] research
[171] abortion
[169] issue
[168] important
[167] poll
[167] 56
[163] gun
[156] center

Top Words in Tweet in G7:
[110] black
[109] two
[109] thirds
[109] americans
[109] recent
[109] increased
[109] focus
[109] race
[109] racial
[109] inequality

Top Words in Tweet in G8:
[194] close
[194] lakh
[103] india
[98] girls
[97] past
[97] 20
[97] years
[97] 90
[97] killed
[97] female

Top Words in Tweet in G9:
[3] year
[2] trublurayne
[2] shellyrkirchoff
[2] kimberlymckeeve
[2] republicanrehab
[2] whurensohn
[2] pew
[2] research
[2] first

Top Words in Tweet in G10:
[10] research
[8] pew
[5] imdibe
[5] robinsonmsr10
[5] gomiriam63
[5] jonathanweissb3
[5] bobbytaylor810
[5] buckeye_ricky
[5] whywouldyou_uk
[5] cool_grandad

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4200] pew,research
[1410] research,center
[1034] voters,56
[995] research,poll
[995] very,important
[965] registered,voters
[949] issue,abortion
[949] abortion,very
[948] 56,issue
[878] majority,registered

Top Word Pairs in Tweet in G1:
[835] pew,research
[835] research,poll
[835] poll,majority
[835] majority,registered
[835] registered,voters
[835] voters,56
[835] 56,issue
[835] issue,abortion
[835] abortion,very
[835] very,important

Top Word Pairs in Tweet in G2:
[668] pew,research
[397] research,center
[64] according,pew
[56] 60,those
[56] those,quit
[56] quit,between
[55] latest,metrics
[55] metrics,great
[55] great,resignation
[55] resignation,pew

Top Word Pairs in Tweet in G3:
[50] leaders,#igc5
[47] world,leaders
[46] once,generation
[46] generation,opportunity
[45] high,seas
[44] threat,ocean
[44] ocean,threat
[44] threat,world
[44] #igc5,once
[44] opportunity,save

Top Word Pairs in Tweet in G4:
[464] pew,research
[449] according,pew
[446] gopchairwoman,according
[445] research,young
[445] young,americans
[445] americans,year
[445] year,degree
[444] degree,lower
[444] lower,unemployment
[444] unemployment,rate

Top Word Pairs in Tweet in G5:
[188] research,center
[186] heartbreaking,pew
[186] pew,research
[186] center,latest
[186] latest,survey
[186] survey,india
[186] india,opposition
[186] opposition,inter
[186] inter,caste
[186] caste,marriages

Top Word Pairs in Tweet in G6:
[173] pew,research
[167] voters,56
[156] research,center
[155] gun,safety
[154] poll,pew
[154] center,finds
[154] finds,gun
[154] safety,second
[154] second,important
[154] important,issue

Top Word Pairs in Tweet in G7:
[109] two,thirds
[109] thirds,black
[109] black,americans
[109] americans,recent
[109] recent,increased
[109] increased,focus
[109] focus,race
[109] race,racial
[109] racial,inequality
[109] inequality,led

Top Word Pairs in Tweet in G8:
[97] past,20
[97] 20,years
[97] years,close
[97] close,90
[97] 90,lakh
[97] lakh,girls
[97] girls,killed
[97] killed,india
[97] india,female
[97] female,infanticide

Top Word Pairs in Tweet in G9:
[2] pew,research
[2] first,year

Top Word Pairs in Tweet in G10:
[7] pew,research
[4] busternr1,andyblueskyz
[4] buckeye_ricky,whywouldyou_uk
[4] daemalinowski,cool_grandad
[4] cool_grandad,alisont7
[4] alisont7,lengrunstein
[4] lengrunstein,malungu_man
[4] malungu_man,bob_alian
[4] bob_alian,nakba_al
[4] ora_levit,michaelveris

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kylegriffin1
@gopchairwoman
@pewenvironment
@naimisha_forest
@shannonrwatts
@pewtrusts
@pewstates
@keishablain
@sandeep_pt
@namwella1961

Top Mentioned in G1:
@kylegriffin1

Top Mentioned in G2:
@lunamoth
@isaiahquintana_
@incomewebsites5
@gorentbot
@monsoonsharma
@ohmicimp
@unixdoss
@blacknewsportal
@chymik
@robovoter12

Top Mentioned in G3:
@pewenvironment
@pewtrusts
@pewstates
@pewhealth
@sueurahn
@courtneyclimate
@peweurope
@lizkaran
@upjohninstitute
@kevkunhe

Top Mentioned in G4:
@gopchairwoman
@rwtrollpatrol
@kylegriffin1
@rhiles2760

Top Mentioned in G5:
@naimisha_forest
@intconfused

Top Mentioned in G6:
@shannonrwatts
@kylegriffin1
@ap
@segsig
@reaganbush84fan
@christysmithca

Top Mentioned in G7:
@keishablain
@steffdaz
@pewresearch
@shannonrwatts
@pewenvironment

Top Mentioned in G8:
@sandeep_pt
@scroll_in
@hindutvawatchin

Top Mentioned in G9:
@shellyrkirchoff
@kimberlymckeeve
@republicanrehab
@whurensohn
@phillip_boldt
@joenemesis11
@thedarkkittee
@notsosilentbob1
@femmevoilet
@dirk_fasshauer

Top Mentioned in G10:
@imdibe
@robinsonmsr10
@gomiriam63
@jonathanweissb3
@buckeye_ricky
@whywouldyou_uk
@cool_grandad
@bob_alian
@anastasiaklynch
@busternr1

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jornalistavitor
@oldlady12345
@rashidaldosari
@dichristine
@zyitegadgets
@andyvermaut
@titrespresse
@7b73f39b85e1415
@_redfrog

Top Tweeters in G1:
@missb62
@oldlady12345
@7b73f39b85e1415
@inspiteoftrump
@carolmaewy
@jrbkjrbk
@davidpsdem
@rowast
@belladonamodels
@wellness4you13

Top Tweeters in G2:
@zyitegadgets
@andyvermaut
@titrespresse
@httweets
@strawberryng
@harasu_onigiri
@memesyndrome_
@webnowcompany
@newschannelnine
@andytoronto

Top Tweeters in G3:
@_redfrog
@dgendvil
@ecclesias
@willseattle
@education_24x7
@deathtocrazy
@cynicalvision50
@mary_swilling
@petchary
@mr_spock

Top Tweeters in G4:
@rhiles2760
@thomasjankow
@hermitme1
@nanaoxford
@lalauraru777
@ktyrky1
@leesutton4
@sandrac42595084
@gupdiver
@veganvecoh

Top Tweeters in G5:
@ranganaathan
@lalashwa
@yiaorg
@deepaksnarky
@mksharma4269
@vinodku71488162
@against_odds_
@sk5609
@minerwau
@omarali50

Top Tweeters in G6:
@awelab1956
@alllwftopic
@only4rm
@reesetheone1
@behappyandcivil
@wtf_imtooold
@sandralhanlon
@knotsthoughtz
@agitatorsneeded
@momsthoughts

Top Tweeters in G7:
@dichristine
@gojira007x
@trumpgot2go
@scout2462
@newyorknewart
@notingshaw
@vickimo08056436
@epidatageek
@adriene26
@totigerlilly

Top Tweeters in G8:
@mmmmm_121209
@sinemetuvivere
@gsurya
@scroll_in
@bremsstrahlunng
@alam_nuri
@gauravsaha
@suri_anil
@d_s_thakur
@vglicious_

Top Tweeters in G9:
@lauriespoon
@815wrldtrvlr
@michellmybell1
@jds44894884
@carlbotha2
@0ryuge
@sumatrasue
@lemmabarkaloo
@wookietim
@yvonnecar20

Top Tweeters in G10:
@wurzel260654
@cool_grandad
@whywouldyou_uk
@bilal_moslim
@communista2
@artstop
@lengrunstein
@andyblueskyz
@johnebhome
@gomiriam63