pew internet, Twitter, 5/12/2022 11:42:08 AM, 276144


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pew internet_2022-05-11_18-56-00.xlsx
pew internet_2022-05-11_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3yNIIyn
@elonmusk
@kevinmkruse
@legioncoo
@newbris
@rothbirdian
@pew_wrestling
@pewtrusts
@rgresenbach
@kdog0993
@teaandtightspod

Top hashtags:
#siguemeytesigo
#followback
#news
#sdv
#worldpasswordday
#d123
#edchat
#edtech

Description:
Description
The graph represents a network of 178 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, 12 May 2022 at 01:56 UTC.

The requested start date was Thursday, 12 May 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, 35-minute period from Thursday, 28 April 2022 at 03:04 UTC to Wednesday, 11 May 2022 at 21:40 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 : 178
Unique Edges : 212
Edges With Duplicates : 187
Total Edges : 399
Number of Edge Types : 5
Tweet : 37
Replies to : 20
Mentions : 28
Retweet : 88
MentionsInRetweet : 226
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0303030303030303
Reciprocated Edge Ratio : 0.0588235294117647
Connected Components : 52
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 75
Maximum Edges in a Connected Component : 261
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.968729
Graph Density : 0.00863327620135847
Modularity : 0.460277
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 178 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, 12 May 2022 at 01:56 UTC.

The requested start date was Thursday, 12 May 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, 35-minute period from Thursday, 28 April 2022 at 03:04 UTC to Wednesday, 11 May 2022 at 21:40 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:
[5] https://2captcha.com?from=12423420
[4] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[3] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[3] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[2] https://www.businessinsider.com/zoom-fatigue-pew-researcher-center-great-resignation-labor-shortage-remote-2022-5
[1] https://www.pewinternet.org/?p=22366
[1] https://www.washingtonpost.com/business/2022/05/09/biden-internet-discount/?tid=ss_tw
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/

Top URLs in Tweet in G1:
[1] https://www.pewinternet.org/?p=22366
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/pdl_04-24-19_twitter_users-00-04/

Top URLs in Tweet in G2:
[5] https://2captcha.com?from=12423420
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[2] https://www.businessinsider.com/zoom-fatigue-pew-researcher-center-great-resignation-labor-shortage-remote-2022-5
[1] https://www.statista.com/statistics/265647/share-of-us-internet-users-who-use-twitter-by-age-group/
[1] https://www.pewresearch.org/fact-tank/2020/10/26/what-the-2020-electorate-looks-like-by-party-race-and-ethnicity-age-education-and-religion/
[1] https://www.twitch.tv/laurenzopandapop
[1] https://www.pewresearch.org/internet/2020/02/21/concerns-about-democracy-in-the-digital-age/
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/?utm_source=dlvr.it&utm_medium=twitter
[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 G6:
[1] https://www.pewresearch.org/internet/2017/01/26/americans-and-cybersecurity/?utm_campaign=trends_prc___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=pewresearch_general____stattile_&utm_term=___

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/religion/2019/10/17/in-u-s-decline-of-christianity-continues-at-rapid-pace/

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] siguemeytesigo
[4] followback
[4] news
[4] sdv
[1] worldpasswordday
[1] d123
[1] edchat
[1] edtech
[1] cpchat
[1] elemchat



Top Hashtags in Tweet in G2:
[4] siguemeytesigo
[4] followback
[4] news
[4] sdv
[1] cybermuslims
[1] d123
[1] edchat
[1] edtech
[1] cpchat
[1] elemchat

Top Hashtags in Tweet in G3:
[1] slavicmagic

Top Hashtags in Tweet in G6:
[1] worldpasswordday

Top Words
Top Words in Tweet in Entire Graph:
[70] found
[69] pew
[68] elonmusk
[64] yes
[64] exactly
[63] kevinmkruse
[63] legioncoo
[63] true
[63] sources
[63] equal

Top Words in Tweet in G1:
[67] elonmusk
[64] yes
[64] exactly
[63] kevinmkruse
[63] legioncoo
[63] true
[63] sources
[63] equal
[63] worth
[63] musk

Top Words in Tweet in G2:
[28] pew
[21] internet
[17] research
[10] center
[7] study
[7] work
[6] social
[6] media
[6] use
[5] uses

Top Words in Tweet in G3:
[10] pew_wrestling
[7] polish
[7] next
[6] teaandtightspod
[6] great
[6] meet
[6] barry
[6] barryhaneke90
[6] last
[6] night

Top Words in Tweet in G4:
[2] going
[2] play
[2] tomorrow
[2] nuggbased2
[2] lysanderbastiat
[2] shootkitradd
[2] heading
[2] nh
[2] collect
[2] signatures

Top Words in Tweet in G6:
[5] age
[5] technology
[5] comes
[5] keeping
[5] track
[5] passwords
[5] 84
[5] rely
[5] mainly
[5] pen

Top Words in Tweet in G7:
[6] news
[5] yay
[5] share
[5] good
[5] godsnot
[5] pandemic
[5] usa
[5] busy
[5] subsiding
[5] pew

Top Words in Tweet in G9:
[2] asherseg
[2] begun
[2] perspective
[2] shaped
[2] people
[2] pew
[2] ones
[2] internet

Top Words in Tweet in G10:
[3] harp
[3] lot
[3] let's
[3] clear
[3] external
[3] research
[3] pew
[3] suggests
[3] 23
[3] adults

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[63] legioncoo,elonmusk
[63] elonmusk,yes
[63] yes,true
[63] true,sources
[63] sources,exactly
[63] exactly,equal
[63] equal,worth
[63] worth,musk
[63] musk,cartoon
[63] cartoon,found

Top Word Pairs in Tweet in G1:
[63] legioncoo,elonmusk
[63] elonmusk,yes
[63] yes,true
[63] true,sources
[63] sources,exactly
[63] exactly,equal
[63] equal,worth
[63] worth,musk
[63] musk,cartoon
[63] cartoon,found

Top Word Pairs in Tweet in G2:
[16] pew,research
[10] research,center
[6] social,media
[5] earn,money
[5] money,work
[5] work,internet
[4] according,pew
[4] growing,percentage
[4] uses,internet
[4] dating,service

Top Word Pairs in Tweet in G3:
[6] great,meet
[6] meet,polish
[6] polish,barry
[6] barry,barryhaneke90
[6] barryhaneke90,last
[6] last,night
[6] night,pew_wrestling
[6] pew_wrestling,idea
[6] idea,next
[5] teaandtightspod,great

Top Word Pairs in Tweet in G4:
[2] going,play
[2] play,tomorrow
[2] tomorrow,nuggbased2
[2] nuggbased2,lysanderbastiat
[2] lysanderbastiat,shootkitradd
[2] shootkitradd,heading
[2] heading,nh
[2] nh,collect
[2] collect,signatures

Top Word Pairs in Tweet in G6:
[5] age,technology
[5] technology,comes
[5] comes,keeping
[5] keeping,track
[5] track,passwords
[5] passwords,84
[5] 84,rely
[5] rely,mainly
[5] mainly,pen
[5] pen,paper

Top Word Pairs in Tweet in G7:
[5] yay,share
[5] share,good
[5] good,news
[5] news,godsnot
[5] godsnot,pandemic
[5] pandemic,usa
[5] usa,busy
[5] busy,subsiding
[5] subsiding,pew
[5] pew,due

Top Word Pairs in Tweet in G9:
[2] asherseg,begun
[2] begun,perspective
[2] perspective,shaped
[2] shaped,people
[2] people,pew
[2] pew,ones
[2] ones,internet

Top Word Pairs in Tweet in G10:
[3] harp,lot
[3] lot,let's
[3] let's,clear
[3] clear,external
[3] external,research
[3] research,pew
[3] pew,suggests
[3] suggests,23
[3] 23,adults
[3] adults,use

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@elonmusk
@kevinmkruse
@legioncoo
@pew_wrestling
@teaandtightspod
@barryhaneke90
@pewtrusts
@rgresenbach
@megancarpentier
@govtechnews

Top Mentioned in G1:
@elonmusk
@kevinmkruse
@legioncoo

Top Mentioned in G3:
@pew_wrestling
@teaandtightspod
@barryhaneke90
@bencecilmc

Top Mentioned in G4:
@nuggbased2
@lysanderbastiat
@shootkitradd
@rothbirdian
@jeremykauffman
@odonnell4nh
@adamnutter

Top Mentioned in G5:
@montanarexj
@butlersrevenge
@az_nyisles
@elonmusk
@islanders_takes

Top Mentioned in G6:
@pewtrusts

Top Mentioned in G7:
@rgresenbach

Top Mentioned in G8:
@onlytruthhere
@senwarren

Top Mentioned in G9:
@presbyxian
@asherseg

Top Mentioned in G10:
@megancarpentier

Top Tweeters
Top Tweeters in Entire Graph:
@bob_stinson1234
@heysyd
@annie5133
@washingtonpost
@camila90503182
@dakablink
@athopemarie
@reparsandra
@psychofoundme
@dmusee

Top Tweeters in G1:
@heysyd
@dakablink
@psychofoundme
@dmusee
@bfry1981
@ishfery
@hrendel_lok
@sszonke
@tigerlily874
@sugarkat

Top Tweeters in G2:
@geewhizpat
@faketakedump
@priscilagural
@smorffer
@danhawkins11
@pierceah66
@prasunkd
@garybunt
@austinat
@paulenderle

Top Tweeters in G3:
@jpr4life
@jgreenwoodref
@teaandtightspod
@gbotaku82
@barryhaneke90
@backbreak_kid
@bencecilmc
@pew_wrestling

Top Tweeters in G4:
@rothbirdian
@nuggbased2
@adamnutter
@jeremykauffman
@shootkitradd
@lysanderbastiat
@odonnell4nh

Top Tweeters in G5:
@newbris
@islanders_takes
@butlersrevenge
@az_nyisles
@s2dab84
@montanarexj

Top Tweeters in G6:
@reparsandra
@rubyflower16
@courtneyblair18
@pewtrusts
@meigunl

Top Tweeters in G7:
@bob_stinson1234
@athopemarie
@hollow_maven
@agwraig
@rgresenbach

Top Tweeters in G8:
@onlytruthhere
@senwarren
@kdog0993
@thedandalorian1

Top Tweeters in G9:
@presbyxian
@imangelapangela
@asherseg

Top Tweeters in G10:
@megancarpentier
@jazzamerica1
@juliafreya3