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pew internet_2022-08-24_18-56-00.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 25, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3chI43d
@jonhaidt
@cnn
@cnni
@ohemaadufiegh
@markpeak
@gigicaponepr
@msgigicapone
@mirbole01
@aussiedave
@youtube

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

Description:
Description
The graph represents a network of 524 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, 25 August 2022 at 01:56 UTC.

The requested start date was Thursday, 25 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, 18-hour, 42-minute period from Thursday, 11 August 2022 at 00:30 UTC to Wednesday, 24 August 2022 at 19:12 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 : 524
Unique Edges : 238
Edges With Duplicates : 548
Total Edges : 786
Number of Edge Types : 5
Tweet : 205
Retweet : 270
MentionsInRetweet : 269
Replies to : 16
Mentions : 26
Self-Loops : 209
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 215
Single-Vertex Connected Components : 154
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 164
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.093835
Graph Density : 0.00113117218630041
Modularity : 0.492734
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 524 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, 25 August 2022 at 01:56 UTC.

The requested start date was Thursday, 25 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, 18-hour, 42-minute period from Thursday, 11 August 2022 at 00:30 UTC to Wednesday, 24 August 2022 at 19:12 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:
[128] 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
[5] https://techcrunch.com/2022/08/11/teens-abandoned-facebook-pew-study/
[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://twitch.tv/elded
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_medium=social&utm_source=twitter
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/pj_2022-08-10_teens-and-tech_0-01a/

Top URLs in Tweet in G1:
[89] 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
[4] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html?utm_source=dlvr.it&utm_medium=twitter
[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
[2] https://techcrunch.com/2022/08/11/teens-abandoned-facebook-pew-study/
[1] https://tweetedtimes.com/topic.process
[1] https://tweetedtimes.com/caclarenc

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:
[15] https://trib.al/ozN3iYm
[1] https://trib.al/eFYbSO5

Top URLs in Tweet in G6:
[4] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/

Top URLs in Tweet in G8:
[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=_____stattile_&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=___
[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_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[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-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=___

Top URLs in Tweet in G10:
[3] https://techcrunch.com/2022/08/11/teens-abandoned-facebook-pew-study/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] socialmedia
[10] tiktok
[6] youtube
[4] teens
[3] newspicks
[3] informationsecurity
[3] security
[3] cyber
[3] infosec
[3] teenagers



Top Hashtags in Tweet in G1:
[8] socialmedia
[7] tiktok
[6] youtube
[4] teens
[3] newspicks
[3] news
[3] facebook
[2] cloud
[2] business
[2] technology

Top Hashtags in Tweet in G6:
[1] research
[1] socialmedia
[1] metachurch
[1] metachurchbook

Top Words
Top Words in Tweet in Entire Graph:
[402] teens
[386] pew
[228] internet
[206] research
[205] constantly
[183] use
[182] nearly
[181] half
[151] center
[127] social

Top Words in Tweet in G1:
[150] teens
[133] pew
[98] research
[82] center
[81] social
[80] media
[74] use
[68] technology
[67] 2022
[64] internet

Top Words in Tweet in G2:
[84] major
[84] constantly
[83] pew
[83] teens
[83] online
[82] report
[82] finds
[82] nearly
[82] half
[82] 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:
[16] nearly
[16] half
[16] teens
[16] use
[16] internet
[16] constantly
[16] according
[16] survey
[14] cnni

Top Words in Tweet in G6:
[6] use
[5] pew
[4] research
[4] teens
[3] center
[3] pewresearch
[3] internet
[2] social
[2] youtube
[2] survey

Top Words in Tweet in G7:
[10] médias
[10] sociaux
[9] ados
[9] technologie
[9] 2022
[9] résultats
[9] d'une
[9] étude
[9] pew
[9] research

Top Words in Tweet in G8:
[12] internet
[8] access
[7] policymakers
[6] pewstates
[6] working
[5] twitter
[5] levels
[5] government
[5] expand
[5] availability

Top Words in Tweet in G9:
[15] teens
[7] pew
[7] research
[7] report
[7] using
[7] internet
[7] 46
[7] online
[7] constantly
[7] nearly

Top Words in Tweet in G10:
[19] use
[14] teens
[8] pew
[8] research
[8] center
[8] study
[8] shows
[8] gen
[8] internet
[8] rise

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[195] pew,research
[180] half,teens
[175] nearly,half
[149] research,center
[133] teens,use
[122] social,media
[104] use,internet
[102] teens,social
[100] online,constantly
[98] media,technology

Top Word Pairs in Tweet in G1:
[95] pew,research
[81] research,center
[79] social,media
[65] teens,social
[63] media,technology
[63] technology,2022
[57] 2022,pew
[47] teens,use
[33] use,internet
[29] center,see

Top Word Pairs in Tweet in G2:
[83] teens,online
[83] online,constantly
[82] major,report
[82] report,pew
[82] pew,finds
[82] finds,nearly
[82] nearly,half
[82] half,teens
[82] constantly,twice
[82] 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:
[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 G6:
[4] pew,research
[3] research,center
[3] use,internet
[3] teens,use
[2] center,pewresearch

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[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
[4] pewstates,policymakers

Top Word Pairs in Tweet in G9:
[7] pew,research
[7] research,report
[7] report,teens
[7] teens,using
[7] using,internet
[7] internet,46
[7] 46,teens
[7] teens,online
[7] online,constantly
[7] constantly,nearly

Top Word Pairs in Tweet in G10:
[8] pew,research
[8] research,center
[8] center,study
[8] study,shows
[8] shows,gen
[8] gen,internet
[8] internet,use
[8] use,rise
[8] rise,teens
[8] teens,facebook

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jonhaidt
@cnn
@markpeak
@cnni
@mirbole01
@pewstates
@venturetwins
@duanebrown
@1stforall
@globalphobserv

Top Mentioned in G2:
@jonhaidt

Top Mentioned in G3:
@cnn
@gigicaponepr
@c

Top Mentioned in G4:
@markpeak

Top Mentioned in G5:
@cnni
@cnn

Top Mentioned in G6:
@pewresearch
@youtube
@tiktok_us
@barnagroup
@facebook

Top Mentioned in G7:
@mirbole01

Top Mentioned in G8:
@pewstates

Top Mentioned in G9:
@venturetwins

Top Mentioned in G10:
@1stforall

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@knewz_currently
@republikaonline
@cybersecurityn8
@real_infinity95
@govsherazkhan
@real__aurora
@jasonlopezii
@davidpapp
@swissbusiness

Top Tweeters in G1:
@knewz_currently
@davidpapp
@swissbusiness
@evanderburg
@wavetop
@memeorandum
@ajblackston
@jlitwinetz
@latestcomments
@_thirunarayan1

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

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:
@ohemaadufiegh
@cnni
@patstagepage
@laciuraraffaele
@besthealthyou
@mariaporfy
@sapphire_solace
@farajal61898417
@alex_greystoke
@ck_hillz

Top Tweeters in G6:
@pewresearch
@tiktok_us
@youtube
@aussiedave
@jsonboucher
@barnagroup
@frankgullo
@statecreative74
@visu
@facebook

Top Tweeters in G7:
@sillon03
@jeromebaillif
@timeo_danaos
@guntland
@walkenduquesne
@mp97440
@mirbole01
@helene_chelzen
@eikenls

Top Tweeters in G8:
@jennykim
@valkayec
@publichealthmap
@pewtrusts
@pewstates
@nextcentcit
@nnadal2013

Top Tweeters in G9:
@rubenharris
@bengarciap
@emhancock1850
@webdevsolent
@venturetwins
@juliaenthoven
@willinvestsvc

Top Tweeters in G10:
@holliejoyjoy
@lulu742
@amyslayer
@ohlistic
@1stforall
@paduraru_oxana


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