pew internet, Twitter, 1/27/2022 3:39:51 AM, 270711


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pew internet_2022-01-26_19-25-04.xlsx
pew internet_2022-01-26_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3rQuOq1
@pewstates
@quaker2001
@rosierose112
@god_pew
@pewtrusts
@at_oasis
@kukuruyo
@mikcaelus
@erratarob
@mars_xxi

Top hashtags:
#journalism
#news
#media
#politics
#journalist
#magazine
#newspaper
#breakingnews
#coronavirus

Description:
Description
The graph represents a network of 139 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, 27 January 2022 at 03:25 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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, 8-hour, 6-minute period from Thursday, 13 January 2022 at 12:29 UTC to Wednesday, 26 January 2022 at 20:36 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 : 139
Unique Edges : 93
Edges With Duplicates : 56
Total Edges : 149
Number of Edge Types : 5
Retweet : 24
MentionsInRetweet : 29
Tweet : 32
Replies to : 22
Mentions : 42
Self-Loops : 33
Reciprocated Vertex Pair Ratio : 0.0113636363636364
Reciprocated Edge Ratio : 0.0224719101123595
Connected Components : 56
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 10
Maximum Edges in a Connected Component : 18
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.211573
Graph Density : 0.0046397664477114
Modularity : 0.670161
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 139 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, 27 January 2022 at 03:25 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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, 8-hour, 6-minute period from Thursday, 13 January 2022 at 12:29 UTC to Wednesday, 26 January 2022 at 20:36 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:
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[3] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[3] https://www.twitch.tv/c8sun
[3] https://www.pewresearch.org/internet/2021/06/03/mobile-technology-and-home-broadband-2021/
[2] https://www.pewresearch.org/internet/fact-sheet/mobile/
[1] https://www.pewresearch.org/internet/2014/10/22/online-harassment/
[1] https://twitter.com/NateTalksToYou/status/1486426748141117445
[1] https://www.smuums.com/pew-analysis-heart-facts-enjoys-unearthed-that/
[1] https://www.pewresearch.org/internet/2020/02/06/the-virtues-and-downsides-of-online-dating/
[1] https://www.twitch.tv/susuthebot

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[1] https://www.linkedin.com/slink?code=gqNCAHqh
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/
[1] https://apnews.com/article/coronavirus-pandemic-technology-health-education-digital-divide-f9e1d27e72c15a25d10a63462edf12cb
[1] https://twitter.com/selmekki/status/1483840292793065473
[1] https://twitter.com/AdamJSchwarz/status/1483135225844666372
[1] https://twitch.tv/ttors

Top URLs in Tweet in G2:
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2021/12/how-state-grants-support-broadband-deployment?utm_campaign=communities_brd_usstatepolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=article_statessuccess____linkcard_&utm_term=___declarative
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet

Top URLs in Tweet in G5:
[3] https://www.twitch.tv/c8sun

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2014/10/22/online-harassment/
[1] https://twitter.com/NateTalksToYou/status/1486426748141117445

Top URLs in Tweet in G10:
[3] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] journalism
[3] news
[3] media
[3] politics
[3] journalist
[3] magazine
[3] newspaper
[3] breakingnews
[3] coronavirus
[3] trending



Top Hashtags in Tweet in G1:
[1] socialmedia
[1] instagram
[1] pewresearchcente
[1] twitch
[1] stream
[1] internet
[1] live
[1] gamer
[1] pc
[1] analytics

Top Hashtags in Tweet in G10:
[3] journalism
[3] news
[3] media
[3] politics
[3] journalist
[3] magazine
[3] newspaper
[3] breakingnews
[3] coronavirus
[3] trending

Top Words
Top Words in Tweet in Entire Graph:
[93] pew
[58] internet
[29] research
[17] center
[17] broadband
[15] online
[15] use
[15] access
[11] success
[11] high

Top Words in Tweet in G1:
[30] pew
[19] internet
[14] research
[7] center
[7] use
[4] number
[3] social
[3] media
[3] americans
[3] twitter

Top Words in Tweet in G2:
[10] success
[10] high
[10] speed
[10] internet
[9] state
[9] broadband
[9] deployment
[9] grant
[9] programs
[9] increasing

Top Words in Tweet in G5:
[16] pew
[8] warzone
[6] live
[6] doing
[6] things
[6] internet
[6] playing
[6] minecraft
[6] come
[4] c8sun

Top Words in Tweet in G7:
[10] online
[7] harassed
[6] more
[6] women
[5] pew
[5] study
[5] harassment
[5] men
[5] tend
[5] treat

Top Words in Tweet in G8:
[2] use

Top Words in Tweet in G9:
[10] pew
[3] todd_humphreys
[3] robertmlee
[3] actually
[3] see
[3] internet
[2] company

Top Words in Tweet in G10:
[3] pew
[3] research
[3] center
[3] survey
[3] finds
[3] majorities
[3] both
[3] major
[3] parties
[3] believe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] pew,pew
[26] pew,research
[17] research,center
[11] high,speed
[10] speed,internet
[10] internet,access
[9] state,broadband
[9] broadband,deployment
[9] deployment,grant
[9] grant,programs

Top Word Pairs in Tweet in G1:
[13] pew,research
[7] research,center
[7] pew,pew
[3] social,media
[2] 2021,pew
[2] according,pew
[2] twitter,pew
[2] research,65
[2] 65,hispanos
[2] hispanos,tendrían

Top Word Pairs in Tweet in G2:
[10] high,speed
[9] state,broadband
[9] broadband,deployment
[9] deployment,grant
[9] grant,programs
[9] programs,success
[9] success,increasing
[9] increasing,high
[9] speed,internet
[9] internet,access

Top Word Pairs in Tweet in G5:
[8] pew,pew
[6] live,doing
[6] doing,things
[6] things,internet
[6] internet,playing
[6] playing,minecraft
[6] minecraft,come
[4] late,night
[4] night,pew
[4] pew,cod

Top Word Pairs in Tweet in G7:
[5] pew,study
[5] study,online
[5] online,harassment
[5] harassment,men
[5] men,harassed
[5] harassed,online
[5] online,more
[5] more,women
[5] women,tend
[5] tend,treat

Top Word Pairs in Tweet in G9:
[5] pew,pew
[3] todd_humphreys,robertmlee
[3] pew,internet
[2] robertmlee,company
[2] company,actually
[2] actually,see
[2] see,pew

Top Word Pairs in Tweet in G10:
[3] pew,research
[3] research,center
[3] center,survey
[3] survey,finds
[3] finds,majorities
[3] majorities,both
[3] both,major
[3] major,parties
[3] parties,believe
[3] believe,social

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewstates
@kukuruyo
@c8sun
@callofduty
@robertmlee
@piedad16401918
@hyperminestudio
@mike10010100
@mistyko68329286
@wifeyuniversity

Top Mentioned in G2:
@pewstates
@pewtrusts

Top Mentioned in G3:
@xlaventsx
@arcticreaper3
@nonamepleaseok
@pbrambs
@benshapiro

Top Mentioned in G4:
@muirheadterry
@dawndawgfan
@lsferguson
@peacocktv
@youtubetv

Top Mentioned in G5:
@c8sun
@callofduty
@hyperminestudio
@hype

Top Mentioned in G6:
@n1ghtisgone
@worldwarwhatnow
@bikinibodhi
@rainbow6game

Top Mentioned in G7:
@kukuruyo

Top Mentioned in G8:
@sallyorme
@studentactivism
@marvclowder

Top Mentioned in G9:
@robertmlee
@erratarob
@todd_humphreys
@greynoiseio

Top Tweeters
Top Tweeters in Entire Graph:
@akaxochi
@lsferguson
@jkfecke
@syawal
@laopinionla
@smartecocity
@srzjwalters
@approvedamerica
@callofduty
@benshapiro

Top Tweeters in G1:
@laopinionla
@tony_be
@mark14907
@dayngr
@ukoddball
@9wireless
@jsbmbaggedmilk
@itsvsu
@bekinc
@themarcusgarret

Top Tweeters in G2:
@akaxochi
@syawal
@srzjwalters
@lllloyd1
@tal7291
@pewtrusts
@pewstates
@stevedemaio
@alanrknight74
@nancyaopp

Top Tweeters in G3:
@benshapiro
@nonamepleaseok
@sirseth78
@rosierose112
@xlaventsx
@arcticreaper3
@pbrambs

Top Tweeters in G4:
@lsferguson
@peacocktv
@youtubetv
@quaker2001
@dawndawgfan
@muirheadterry
@pew_nation

Top Tweeters in G5:
@callofduty
@c8sun
@alioop926
@hyperminestudio
@mikcaelus
@hype

Top Tweeters in G6:
@bikinibodhi
@rainbow6game
@ilyserpo
@n1ghtisgone
@worldwarwhatnow
@god_pew

Top Tweeters in G7:
@kukuruyo
@reyjorge1231
@nemubp
@verz5
@lone_knigh

Top Tweeters in G8:
@studentactivism
@marvclowder
@at_oasis
@sallyorme
@lorriberri

Top Tweeters in G9:
@erratarob
@robertmlee
@todd_humphreys
@supriyamaz
@greynoiseio

Top Tweeters in G10:
@billcody
@paz4u
@chucklongisland
@dowala_


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