pew internet, Twitter, 3/31/2022 3:06:30 AM, 274010


FAQ | Problem?

pew internet_2022-03-30_19-25-04.xlsx
pew internet_2022-03-30_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3IVK1fI
@ganja__ninja
@evanselinger
@pawsytv
@pew_wrestling
@tedvangreen
@nemongwu
@pewtrusts
@sifinetworks
@thebqwp
@rthur_013

Top hashtags:
#internet
#ai
#broadband
#britwres
#britishwrestling
#socialmedia
#research
#social

Description:
Description
The graph represents a network of 115 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 March 2022 at 02:25 UTC.

The requested start date was Thursday, 31 March 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, 7-hour, 28-minute period from Thursday, 17 March 2022 at 09:32 UTC to Wednesday, 30 March 2022 at 17:01 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 : 115
Unique Edges : 70
Edges With Duplicates : 86
Total Edges : 156
Number of Edge Types : 5
Mentions : 25
Tweet : 54
Replies to : 6
MentionsInRetweet : 35
Retweet : 36
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0344827586206897
Reciprocated Edge Ratio : 0.0666666666666667
Connected Components : 59
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.396161
Graph Density : 0.0045766590389016
Modularity : 0.497185
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 115 Twitter users whose tweets in the requested range contained "pew internet", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 March 2022 at 02:25 UTC.

The requested start date was Thursday, 31 March 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, 7-hour, 28-minute period from Thursday, 17 March 2022 at 09:32 UTC to Wednesday, 30 March 2022 at 17:01 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 internet
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:
[14] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[3] https://open.spotify.com/episode/0QszZqZLKVO2UbNuD58XJl?si=yFoGXOTfSZWsbP-s47Xj1A&utm_source=copy-link
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/?mod=djemCIO
[2] https://www.pewresearch.org/internet/2022/03/17/how-americans-think-about-artificial-intelligence/
[1] https://www.pewtrusts.org/en/about/news-room/press-releases-and-statements/2022/03/09/the-pew-charitable-trusts-launches-opportunity-broadband
[1] https://www.linkedin.com/feed/update/urn:li:share:6914746066038902784
[1] https://www.pewresearch.org/internet/?p=28018

Top URLs in Tweet in G1:
[10] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://twitter.com/theresasmets/status/1504564841532563460
[1] https://www.pewresearch.org/internet/2022/03/17/mixed-views-about-social-media-companies-using-algorithms-to-find-false-information/
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] https://www.linkedin.com/pulse/why-passive-information-consumer-your-most-important-social-smith/?trackingId=6AA4ppehSDi05OtJ5vRW6Q%3D%3D
[1] https://twitter.com/itsJeffTiedrich/status/1504227643411111941
[1] https://www.prnewswire.com/news-releases/home-state-health-shines-a-light-on-cyberbullying-and-encourages-missouri-youth-to-make-a-difference-301501833.html

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/?mod=djemCIO

Top URLs in Tweet in G4:
[1] https://twitch.tv/pawsytv

Top URLs in Tweet in G5:
[3] https://open.spotify.com/episode/0QszZqZLKVO2UbNuD58XJl?si=yFoGXOTfSZWsbP-s47Xj1A&utm_source=copy-link
[1] https://www.tickettailor.com/events/phenomenalelitewrestling/660624
[1] https://www.youtube.com/watch?v=gHyM5ZzVQkc&feature=youtu.be


Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/

Top URLs in Tweet in G7:
[1] https://www.pewtrusts.org/en/about/news-room/press-releases-and-statements/2022/03/09/the-pew-charitable-trusts-launches-opportunity-broadband
[1] https://www.pewtrusts.org/en/trust/archive/winter-2022/change-for-the-good#0-investment-in-america

Top URLs in Tweet in G8:
[1] https://sifinetworks.com/futureofbroadband/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] internet
[3] ai
[2] broadband
[2] britwres
[2] britishwrestling
[2] socialmedia
[2] research
[2] social
[2] marketing
[2] cyberbullying



Top Hashtags in Tweet in G1:
[3] ai
[2] bigtech
[2] internet
[2] dudes
[2] cyberbullying
[2] socialmedia
[2] research
[2] social
[2] marketing
[1] jesscreatives

Top Hashtags in Tweet in G4:
[1] twitch

Top Hashtags in Tweet in G5:
[2] britwres
[2] britishwrestling
[1] wrestlingcommunity
[1] wrestling
[1] professionalwrestling
[1] stratforduponavon
[1] champion

Top Hashtags in Tweet in G7:
[1] broadband
[1] internet
[1] xr

Top Hashtags in Tweet in G8:
[1] greenlining
[1] digitaldivide

Top Words
Top Words in Tweet in Entire Graph:
[89] pew
[53] internet
[39] research
[23] center
[20] use
[16] americans
[15] ai
[14] tech
[14] facial
[14] report

Top Words in Tweet in G1:
[50] pew
[31] research
[22] internet
[19] center
[12] ai
[11] human
[11] enhancement
[10] americans
[9] openness
[9] tempered

Top Words in Tweet in G2:
[4] hai
[2] hi
[2] kya
[2] baat

Top Words in Tweet in G3:
[10] pew
[10] report
[10] shows
[10] believe
[10] police
[10] use
[10] facial
[10] rec
[10] tech
[10] surveil

Top Words in Tweet in G4:
[9] ayo
[9] hope
[9] internet
[9] doesn
[9] hate
[9] tonight
[9] come
[9] hey
[9] finishing
[9] story

Top Words in Tweet in G5:
[12] hood
[11] internet
[9] pew_wrestling
[9] champion
[8] ground
[7] bqwp
[7] back
[7] hitting
[7] running
[7] speaking

Top Words in Tweet in G7:
[3] access
[2] enhancing
[2] retirement
[2] savings
[2] programs
[2] expanding
[2] internet
[2] thousands
[2] americans
[2] policies

Top Words in Tweet in G8:
[4] areas
[3] according
[3] pew
[3] charitable
[3] trusts
[3] 60
[3] healthcare
[3] facilities
[3] outside
[3] metropolitan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[37] pew,research
[23] research,center
[13] ai,human
[13] human,enhancement
[12] police,use
[11] pew,report
[11] use,facial
[11] openness,tempered
[11] tempered,range
[11] range,concerns

Top Word Pairs in Tweet in G1:
[29] pew,research
[19] research,center
[10] ai,human
[10] human,enhancement
[9] openness,tempered
[9] tempered,range
[9] range,concerns
[8] concerns,pew
[5] enhancement,americans
[5] americans,openness

Top Word Pairs in Tweet in G3:
[10] pew,report
[10] report,shows
[10] shows,believe
[10] believe,police
[10] police,use
[10] use,facial
[10] facial,rec
[10] rec,tech
[10] tech,surveil
[10] surveil,everyone

Top Word Pairs in Tweet in G4:
[9] ayo,hope
[9] hope,internet
[9] internet,doesn
[9] doesn,hate
[9] hate,tonight
[9] tonight,come
[9] come,hey
[9] hey,finishing
[9] finishing,story
[9] story,game

Top Word Pairs in Tweet in G5:
[9] internet,champion
[9] champion,hood
[7] bqwp,back
[7] hitting,ground
[7] ground,running
[7] running,pew_wrestling
[7] pew_wrestling,internet
[7] hood,speaking
[5] thebqwp,bqwp
[4] back,wednesday

Top Word Pairs in Tweet in G7:
[2] enhancing,retirement
[2] retirement,savings
[2] savings,programs
[2] programs,expanding
[2] expanding,internet
[2] internet,access
[2] access,thousands
[2] thousands,americans
[2] americans,policies

Top Word Pairs in Tweet in G8:
[3] according,pew
[3] pew,charitable
[3] charitable,trusts
[3] trusts,60
[3] 60,healthcare
[3] healthcare,facilities
[3] facilities,outside
[3] outside,metropolitan
[3] metropolitan,areas
[3] areas,lack

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pew_wrestling
@evanselinger
@pawsytv
@thebqwp
@pitwar
@sifinetworks
@hopespotcc
@pewtrusts
@bbcmag
@kayak360

Top Mentioned in G1:
@cotoblogzz
@yo1dude
@harassnomore
@bbcmag

Top Mentioned in G2:
@swapi222
@tarekfatah
@arzookazmi30
@asranomani
@natashafatah
@farzanahassan1
@raheelraza
@amberological
@pierrepoilievre
@danielpipes

Top Mentioned in G3:
@evanselinger
@hartzog
@hypervisible

Top Mentioned in G4:
@pawsytv

Top Mentioned in G5:
@pew_wrestling
@thebqwp
@pitwar
@hopespotcc

Top Mentioned in G6:
@pewresearch
@pewinternet
@pewscience

Top Mentioned in G7:
@pewtrusts
@pewstates

Top Mentioned in G8:
@sifinetworks

Top Mentioned in G9:
@canellelabelle

Top Tweeters
Top Tweeters in Entire Graph:
@cuchacucha
@frikitty
@jchapman1729
@smartecocity
@harassnomore
@m_older
@theresasmets
@tarekfatah
@datoscuriososve
@faineg

Top Tweeters in G1:
@frikitty
@jchapman1729
@harassnomore
@theresasmets
@datoscuriososve
@t_peters2717
@cotoblogzz
@yo1dude
@hotarunruu
@francoisguite

Top Tweeters in G2:
@tarekfatah
@natashafatah
@asranomani
@partiquebecois
@arzookazmi30
@coalitionavenir
@danielpipes
@farzanahassan1
@pierrepoilievre
@amberological

Top Tweeters in G3:
@m_older
@faineg
@__tweetinchar__
@davidflsts
@hypervisible
@medialawprof
@anncavoukian
@evanselinger
@joshchin
@brendakleong

Top Tweeters in G4:
@thumperboyad
@slobf4ce
@jackxghoul
@itbealby
@pantlessbish
@pawsytv
@lethalhuntresss
@gatortots8
@matthew20489294

Top Tweeters in G5:
@jasonjoshuapro
@pitwar
@pew_wrestling
@hopespotcc
@thebqwp

Top Tweeters in G6:
@pewresearch
@tedvangreen
@pewinternet
@pewscience

Top Tweeters in G7:
@pewtrusts
@pewstates
@xrassociation

Top Tweeters in G8:
@smartecocity
@mikeharristns
@sifinetworks

Top Tweeters in G9:
@nemongwu
@canellelabelle
@sc_tinkerbell

Top Tweeters in G10:
@lachichitape
@deadddsad420


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.