pew internet, Twitter, 7/28/2022 1:58:49 AM, 279576


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pew internet_2022-07-27_18-56-00.xlsx
pew internet_2022-07-27_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 28, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3zErd3x
@frankleveille1
@pewstates
@im_back_lul
@mattie20201
@pewtrusts
@historyboomer
@tyredodis
@saschasegan
@jasonlawnews
@zerotrustdata

Top hashtags:
#2a
#labsterchat
#istelive
#data
#dataprivacy
#bumpstock
#pistol

Description:
Description
The graph represents a network of 108 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, 28 July 2022 at 01:56 UTC.

The requested start date was Thursday, 28 July 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, 15-hour, 0-minute period from Thursday, 14 July 2022 at 03:40 UTC to Wednesday, 27 July 2022 at 18:41 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 : 108
Unique Edges : 52
Edges With Duplicates : 99
Total Edges : 151
Number of Edge Types : 5
Retweet : 37
MentionsInRetweet : 39
Replies to : 12
Mentions : 28
Tweet : 35
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0144927536231884
Reciprocated Edge Ratio : 0.0285714285714286
Connected Components : 42
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 27
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.413793
Graph Density : 0.00605745932848737
Modularity : 0.528321
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 108 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, 28 July 2022 at 01:56 UTC.

The requested start date was Thursday, 28 July 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, 15-hour, 0-minute period from Thursday, 14 July 2022 at 03:40 UTC to Wednesday, 27 July 2022 at 18:41 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:
[6] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[2] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/
[1] https://www.instagram.com/p/CghpXobFsM2/?igshid=YTgzYjQ4ZTY=
[1] 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://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] https://www.pewresearch.org/internet/2016/09/01/book-reading-2016/
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/?menuItem=b14b718d-7ab6-46f4-b447-0abd510f4180
[1] https://twitter.com/CorynnMyers/status/1550561181542359046

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://www.tmj4.com/news/national/research-shows-some-americans-are-almost-constantly-on-the-internet
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewtrusts.org/ja/research-and-analysis/fact-sheets/2022/07/how-does-the-internet-work-and-what-are-the-implications-for-broadband-policy
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://datareportal.com/social-media-users
[1] https://www.indiatoday.in/trending-news/story/this-viral-video-of-a-man-surfing-on-paddle-board-with-pet-dogs-is-the-best-thing-on-the-internet-today-1978583-2022-07-22?utm_source=rss
[1] https://www.indiatoday.in/trending-news/story/itbp-official-s-rendition-of-border-song-aye-jaate-huye-lamhon-has-left-the-internet-mighty-impressed-viral-video-1975432-2022-07-14?utm_source=rss
[1] https://www.indiatoday.in/trending-news/story/bts-members-dance-to-slow-motion-angreza-in-fun-filled-fan-made-clip-perfect-sync-says-internet-1978123-2022-07-21?utm_source=rss
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/?menuItem=b14b718d-7ab6-46f4-b447-0abd510f4180

Top URLs in Tweet in G3:
[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/articles/2022/01/07/broadband-expansion-what-are-the-essential-components?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-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-does-the-internet-work-and-what-are-the-implications-for-broadband-policy

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2016/09/01/book-reading-2016/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] 2a
[2] labsterchat
[2] istelive
[2] data
[2] dataprivacy
[1] bumpstock
[1] pistol
[1] pistolbrace
[1] atf
[1] pewpew



Top Hashtags in Tweet in G1:
[2] 2a
[1] envtuber
[1] انترنت_غير_محدود_بمصر
[1] highered
[1] internet
[1] eme4390m2022
[1] invest
[1] bumpstock
[1] pistol
[1] pistolbrace

Top Hashtags in Tweet in G2:
[1] shit_show

Top Words
Top Words in Tweet in Entire Graph:
[63] internet
[55] pew
[31] research
[28] tout
[14] plan
[14] tellement
[14] secret
[14] exposé
[14] mais
[14] ceux

Top Words in Tweet in G1:
[24] pew
[14] research
[13] internet
[5] center
[5] users
[4] people
[4] metaverse
[4] 30
[3] online
[3] 2040

Top Words in Tweet in G2:
[28] tout
[14] plan
[14] tellement
[14] secret
[14] exposé
[14] internet
[14] mais
[14] ceux
[14] impliqués
[14] sont

Top Words in Tweet in G3:
[16] internet
[10] access
[9] pewstates
[6] americans
[6] high
[6] speed
[4] logged
[4] phone
[4] computer
[4] check

Top Words in Tweet in G4:
[2] cobblepotjohn
[2] bean57382430
[2] smugblackman
[2] realistmike2
[2] rique_soaress
[2] araarmada
[2] vaushv
[2] scrowder
[2] pew
[2] studies

Top Words in Tweet in G5:
[2] age

Top Words in Tweet in G6:
[8] books
[7] read
[5] lunch
[5] today
[5] eavesdropped
[5] two
[5] young
[5] women
[5] never
[5] point

Top Words in Tweet in G7:
[4] pewinternet
[2] especially
[2] galling
[2] pewresearch
[2] study
[2] contain
[2] such
[2] whopper
[2] report

Top Words in Tweet in G8:
[2] one

Top Words in Tweet in G9:
[3] internet
[2] wasn

Top Words in Tweet in G10:
[2] gimbakakanda
[2] communication
[2] enthusiast
[2] prior
[2] millennium
[2] resent

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] pew,research
[14] plan,tellement
[14] tellement,secret
[14] secret,tout
[14] tout,exposé
[14] exposé,internet
[14] internet,mais
[14] mais,ceux
[14] ceux,impliqués
[14] impliqués,sont

Top Word Pairs in Tweet in G1:
[13] pew,research
[5] research,center
[4] pew,pew
[2] twitter,users
[2] metaverse,2040
[2] tiktok,users
[2] viral,video

Top Word Pairs in Tweet in G2:
[14] plan,tellement
[14] tellement,secret
[14] secret,tout
[14] tout,exposé
[14] exposé,internet
[14] internet,mais
[14] mais,ceux
[14] ceux,impliqués
[14] impliqués,sont
[14] sont,courant

Top Word Pairs in Tweet in G3:
[6] access,high
[6] high,speed
[6] speed,internet
[4] logged,phone
[4] phone,computer
[4] computer,check
[4] check,twitter
[4] twitter,understanding
[4] understanding,internet
[3] pewstates,logged

Top Word Pairs in Tweet in G4:
[2] cobblepotjohn,bean57382430
[2] bean57382430,smugblackman
[2] smugblackman,realistmike2
[2] realistmike2,rique_soaress
[2] rique_soaress,araarmada
[2] araarmada,vaushv
[2] vaushv,scrowder
[2] pew,studies

Top Word Pairs in Tweet in G6:
[6] read,books
[5] lunch,today
[5] today,eavesdropped
[5] eavesdropped,two
[5] two,young
[5] young,women
[5] women,read
[5] books,never
[5] never,point
[5] point,watch

Top Word Pairs in Tweet in G7:
[2] pewinternet,especially
[2] especially,galling
[2] galling,pewresearch
[2] pewresearch,pewinternet
[2] pewinternet,study
[2] study,contain
[2] contain,such
[2] such,whopper
[2] whopper,report

Top Word Pairs in Tweet in G10:
[2] gimbakakanda,communication
[2] communication,enthusiast
[2] enthusiast,prior
[2] prior,millennium
[2] millennium,resent

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@frankleveille1
@pewstates
@historyboomer
@pewresearch
@zerotrustdata
@bean57382430
@smugblackman
@realistmike2
@rique_soaress
@araarmada

Top Mentioned in G2:
@frankleveille1

Top Mentioned in G3:
@pewstates
@pewtrusts

Top Mentioned in G4:
@bean57382430
@smugblackman
@realistmike2
@rique_soaress
@araarmada
@vaushv
@scrowder

Top Mentioned in G5:
@nursecynic
@smithgabe955
@cullenjordan17
@ninaturner

Top Mentioned in G6:
@historyboomer

Top Mentioned in G7:
@pewresearch
@billmcgev
@pewinternet

Top Mentioned in G8:
@nickodle
@jim_jordan

Top Mentioned in G9:
@betoorourke

Top Mentioned in G10:
@duckieworld1
@gimbakakanda

Top Tweeters
Top Tweeters in Entire Graph:
@edjlazar
@jimmyroybloom
@c_coolidge
@lunamoth
@boston25
@ovieroskoles
@gdprai
@uk_daniel_card
@farmboyluke
@colleeneldrach1

Top Tweeters in G1:
@jimmyroybloom
@c_coolidge
@tmj4
@teel0ck
@luuminhlam2
@bigsurfdon
@kwmdw6
@themotherhood
@faketakedump
@galacticmommom

Top Tweeters in G2:
@marcsolo9
@itsflat7
@888martine
@frankleveille1
@altruisteb
@dominicletourn1
@agria70
@obiwan322
@surnaturel88
@b1gh55ra

Top Tweeters in G3:
@blissfulbeauty
@pewtrusts
@pewstates
@juliakirt
@thinklady
@ricki_wells
@nextcentcit
@staffordfarmsl1
@netinclusion
@yortdata

Top Tweeters in G4:
@vaushv
@smugblackman
@rique_soaress
@scrowder
@araarmada
@realistmike2
@cobblepotjohn
@im_back_lul
@bean57382430

Top Tweeters in G5:
@ninaturner
@cullenjordan17
@nursecynic
@smithgabe955
@heavysaidwhat
@mattie20201

Top Tweeters in G6:
@colleeneldrach1
@crowguye
@historyboomer
@fledfromnowhere
@stilichoreads

Top Tweeters in G7:
@pewresearch
@cbridge_chief
@pewinternet
@billmcgev

Top Tweeters in G8:
@quinners10
@jim_jordan
@nickodle
@tyredodis

Top Tweeters in G9:
@betoorourke
@the_elite_pew
@briancordell13

Top Tweeters in G10:
@ovieroskoles
@gimbakakanda
@duckieworld1


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