pew internet, Twitter, 8/18/2022 2:01:44 AM, 280250


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pew internet_2022-08-17_18-56-00.xlsx
pew internet_2022-08-17_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 18, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3wbO9Vz
@jonhaidt
@cnn
@cnni
@ohemaadufiegh
@markpeak
@populismupdates
@gigicaponepr
@msgigicapone
@techmeme
@aussiedave

Top hashtags:
#socialmedia
#tiktok
#youtube
#newspicks
#informationsecurity
#security
#cyber
#infosec

Description:
Description
The graph represents a network of 617 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, 18 August 2022 at 01:56 UTC.

The requested start date was Thursday, 18 August 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, 5-hour, 34-minute period from Thursday, 04 August 2022 at 15:20 UTC to Wednesday, 17 August 2022 at 20:55 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 : 617
Unique Edges : 290
Edges With Duplicates : 625
Total Edges : 915
Number of Edge Types : 5
Tweet : 252
Retweet : 303
MentionsInRetweet : 303
Mentions : 34
Replies to : 23
Self-Loops : 255
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 260
Single-Vertex Connected Components : 196
Maximum Vertices in a Connected Component : 81
Maximum Edges in a Connected Component : 162
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.072683
Graph Density : 0.000941926792818203
Modularity : 0.49621
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 617 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, 18 August 2022 at 01:56 UTC.

The requested start date was Thursday, 18 August 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, 5-hour, 34-minute period from Thursday, 04 August 2022 at 15:20 UTC to Wednesday, 17 August 2022 at 20:55 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:
[176] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[46] https://trib.al/eFYbSO5
[18] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html
[15] https://trib.al/ozN3iYm
[10] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html?utm_source=dlvr.it&utm_medium=twitter
[7] https://tweetedtimes.com/kitson/thought-leaders
[4] https://tweetedtimes.com/Scobleizer/tech-journalists
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_campaign=mb&utm_medium=newsletter&utm_source=morning_brew
[3] https://twitch.tv/skys_kawaii
[3] https://tweetedtimes.com/Scobleizer/tech-vips

Top URLs in Tweet in G1:
[137] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[18] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html
[7] https://tweetedtimes.com/kitson/thought-leaders
[4] https://tweetedtimes.com/Scobleizer/tech-journalists
[4] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://tweetedtimes.com/Scobleizer/tech-vips
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_campaign=mb&utm_medium=newsletter&utm_source=morning_brew
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_source=tldrnewsletter
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/pj_2022-08-10_teens-and-tech_0-01a/
[2] https://trib.al/eFYbSO5

Top URLs in Tweet in G2:
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top URLs in Tweet in G3:
[43] https://trib.al/eFYbSO5
[2] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G4:
[1] https://www.blognone.com/node/129802

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top URLs in Tweet in G6:
[15] https://trib.al/ozN3iYm
[1] https://trib.al/eFYbSO5

Top URLs in Tweet in G7:
[4] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.pewresearch.org/internet/2016/09/20/digital-readiness-gaps/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.techmeme.com/220810/p26

Top URLs in Tweet in G9:
[2] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-does-the-internet-work-and-what-are-the-implications-for-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-does-the-internet-work-and-what-are-the-implications-for-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-americans-connect-to-the-internet?utm_campaign=communities_brd&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=solution
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-speed-infrastructure-access-and-adoption-inform-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___emojilist
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-broadband-infrastructure-gets-built?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-speed-infrastructure-access-and-adoption-inform-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____stattile_&utm_term=___

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top Domains
Top Domains in Tweet in Entire Graph:
[202] pewresearch.org
[77] tweetedtimes.com
[61] trib.al
[28] cnn.com
[7] pewtrusts.org
[4] twitter.com
[3] simplelivingglobal.com
[3] techcrunch.com
[3] linkedin.com
[3] twitch.tv

Top Domains in Tweet in G1:
[151] pewresearch.org
[76] tweetedtimes.com
[22] cnn.com
[3] twitter.com
[3] techcrunch.com
[2] trib.al
[1] pewinternet.org
[1] printerval.com
[1] indiatoday.in
[1] suntimes.com

Top Domains in Tweet in G2:
[2] pewresearch.org

Top Domains in Tweet in G3:
[43] trib.al
[2] cnn.com

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

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

Top Domains in Tweet in G6:
[16] trib.al

Top Domains in Tweet in G7:
[5] pewresearch.org

Top Domains in Tweet in G8:
[1] pewresearch.org
[1] techmeme.com

Top Domains in Tweet in G9:
[7] pewtrusts.org

Top Domains in Tweet in G10:
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[10] socialmedia
[8] tiktok
[5] youtube
[3] newspicks
[3] informationsecurity
[3] security
[3] cyber
[3] infosec
[3] teenagers
[3] privacy



Top Hashtags in Tweet in G1:
[7] socialmedia
[5] youtube
[5] tiktok
[3] newspicks
[3] news
[3] facebook
[2] rt
[2] cloud
[2] business
[2] technology

Top Hashtags in Tweet in G7:
[1] research
[1] socialmedia
[1] metachurch
[1] metachurchbook
[1] skillschat

Top Words
Top Words in Tweet in Entire Graph:
[463] pew
[446] teens
[273] research
[227] internet
[204] constantly
[194] social
[191] media
[187] center
[180] nearly
[177] half

Top Words in Tweet in G1:
[197] teens
[184] pew
[151] research
[138] social
[138] media
[129] center
[120] technology
[119] 2022
[86] more
[76] see

Top Words in Tweet in G2:
[83] major
[83] constantly
[82] pew
[82] teens
[82] online
[81] report
[81] finds
[81] nearly
[81] half
[81] twice

Top Words in Tweet in G3:
[45] nearly
[45] half
[45] teens
[45] use
[45] internet
[45] constantly
[45] survey
[43] cnn
[43] according
[2] news

Top Words in Tweet in G4:
[102] น
[35] ท
[34] ข
[34] าวสำค
[34] ญวงการโซเช
[34] ยลส
[34] ปดาห
[34] ค
[34] อ
[34] ผลสำรวจจาก

Top Words in Tweet in G5:
[25] teenagers
[25] age
[25] 13
[25] 17
[25] abandoned
[25] facebook
[25] masse
[25] 2014
[25] according
[25] research

Top Words in Tweet in G6:
[16] nearly
[16] half
[16] teens
[16] use
[16] internet
[16] constantly
[16] according
[16] survey
[14] cnni

Top Words in Tweet in G7:
[6] pew
[6] use
[4] research
[4] pewresearch
[4] teens
[3] center
[3] internet
[2] study
[2] social
[2] youtube

Top Words in Tweet in G8:
[11] depth
[11] look
[11] teens
[11] use
[11] social
[11] media
[11] youtube
[11] dominant
[11] tiktok
[11] ascendant

Top Words in Tweet in G9:
[19] internet
[9] pewstates
[9] access
[6] broadband
[5] network
[5] policymakers
[5] levels
[5] government
[5] working
[5] expand

Top Words in Tweet in G10:
[10] médias
[10] sociaux
[9] ados
[9] technologie
[9] 2022
[9] résultats
[9] d'une
[9] étude
[9] pew
[9] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[243] pew,research
[189] social,media
[186] research,center
[177] half,teens
[172] nearly,half
[153] teens,social
[146] media,technology
[144] technology,2022
[137] teens,use
[130] 2022,pew

Top Word Pairs in Tweet in G1:
[149] pew,research
[136] social,media
[129] research,center
[119] teens,social
[117] media,technology
[115] technology,2022
[109] 2022,pew
[76] center,see
[76] see,more
[55] top,story

Top Word Pairs in Tweet in G2:
[82] teens,online
[82] online,constantly
[81] major,report
[81] report,pew
[81] pew,finds
[81] finds,nearly
[81] nearly,half
[81] half,teens
[81] constantly,twice
[81] twice,2015

Top Word Pairs in Tweet in G3:
[45] nearly,half
[45] half,teens
[45] teens,use
[45] use,internet
[43] internet,constantly
[43] constantly,according
[43] according,survey
[42] cnn,nearly
[2] news,nearly
[2] internet,'almost

Top Word Pairs in Tweet in G4:
[34] ข,าวสำค
[34] าวสำค,ญวงการโซเช
[34] ญวงการโซเช,ยลส
[34] ยลส,ปดาห
[34] ปดาห,น
[34] น,ค
[34] ค,อ
[34] อ,ผลสำรวจจาก
[34] ผลสำรวจจาก,pew
[34] pew,internet

Top Word Pairs in Tweet in G5:
[25] teenagers,age
[25] age,13
[25] 13,17
[25] 17,abandoned
[25] abandoned,facebook
[25] facebook,masse
[25] masse,2014
[25] 2014,according
[25] according,research
[25] research,pew

Top Word Pairs in Tweet in G6:
[16] nearly,half
[16] half,teens
[16] teens,use
[16] use,internet
[16] internet,constantly
[16] constantly,according
[16] according,survey
[14] cnni,nearly

Top Word Pairs in Tweet in G7:
[4] pew,research
[3] research,center
[3] use,internet
[3] teens,use
[2] center,pewresearch

Top Word Pairs in Tweet in G8:
[11] depth,look
[11] look,teens
[11] teens,use
[11] use,social
[11] social,media
[11] media,youtube
[11] youtube,dominant
[11] dominant,tiktok
[11] tiktok,ascendant
[11] ascendant,facebook

Top Word Pairs in Tweet in G9:
[5] policymakers,levels
[5] levels,government
[5] government,working
[5] working,expand
[5] expand,availability
[5] availability,access
[5] access,high
[5] high,speed
[5] speed,internet
[5] cables,wires

Top Word Pairs in Tweet in G10:
[10] médias,sociaux
[9] ados,médias
[9] sociaux,technologie
[9] technologie,2022
[9] 2022,résultats
[9] résultats,d'une
[9] d'une,étude
[9] étude,pew
[9] pew,research
[9] research,center

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jonhaidt
@cnn
@markpeak
@populismupdates
@cnni
@techmeme
@pewstates
@mirbole01
@venturetwins
@duanebrown

Top Mentioned in G1:
@changarrin
@rootnot

Top Mentioned in G2:
@jonhaidt

Top Mentioned in G3:
@cnn
@gigicaponepr
@c

Top Mentioned in G4:
@markpeak

Top Mentioned in G5:
@populismupdates

Top Mentioned in G6:
@cnni
@cnn

Top Mentioned in G7:
@pewresearch
@youtube
@tiktok_us
@barnagroup
@facebook

Top Mentioned in G8:
@techmeme

Top Mentioned in G9:
@pewstates

Top Mentioned in G10:
@mirbole01

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@chidambara09
@republikaonline
@cybersecurityn8
@atsocialmediauk
@real_infinity95
@govsherazkhan
@real__aurora
@jasonlopezii

Top Tweeters in G1:
@knewz_currently
@atsocialmediauk
@davidpapp
@swissbusiness
@jchapman1729
@evanderburg
@wavetop
@memeorandum
@ajblackston
@jlitwinetz

Top Tweeters in G2:
@thethegrinch7
@benhaygood
@iamotherguy
@stephiegal
@tedbauer2003
@johnwilkinspsyc
@cristianreano
@novicus
@harbdarrel
@pedroboucherie

Top Tweeters in G3:
@real_infinity95
@govsherazkhan
@jasonlopezii
@ikateufel
@angelakrebs444
@njmike731
@mig30m6
@gonzo_30531
@cnn
@gigicaponepr

Top Tweeters in G4:
@real__aurora
@mochipiglet
@danitzaa
@matchagyutea
@maneewan
@ngc2380
@pompoko35
@kbyunb04
@sealearr
@knottthings

Top Tweeters in G5:
@gonzalobarria
@sponson
@_lascapigliata
@cadeyrnn
@bluengoldjoe
@populismupdates
@ianpindar
@mysticwonder48
@mrcosan_ramir
@newtonian64

Top Tweeters in G6:
@ohemaadufiegh
@cnni
@patstagepage
@laciuraraffaele
@besthealthyou
@mariaporfy
@sapphire_solace
@farajal61898417
@alex_greystoke
@ck_hillz

Top Tweeters in G7:
@amandaworking
@pewresearch
@tiktok_us
@youtube
@aussiedave
@jsonboucher
@barnagroup
@frankgullo
@statecreative74
@visu

Top Tweeters in G8:
@purengom
@techmeme
@joelhousman
@davemcclure
@bitinn
@livenadav
@de_believer
@lionelgeek
@_kiaraleone
@_prarthna

Top Tweeters in G9:
@deathtocrazy
@coolgrey
@valkayec
@publichealthmap
@pewtrusts
@pewstates
@nextcentcit
@nnadal2013
@alaskamunicipal

Top Tweeters in G10:
@sillon03
@jeromebaillif
@timeo_danaos
@guntland
@walkenduquesne
@mp97440
@mirbole01
@helene_chelzen
@eikenls


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