pew internet, Twitter, 12/15/2022 2:58:26 AM, 286317


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pew internet_2022-12-14_18-56-00.xlsx
pew internet_2022-12-14_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3Yqld8B
@anti_psychopath
@peterfi98279139
@pewstates
@elonmusk
@greenmontagne
@subdhuxley
@nathannix
@hobaee_
@cristianbn42
@gav57852174

Top hashtags:
#internet
#broadband
#online
#retailmarketing
#printisnotdead

Description:
Description
The graph represents a network of 147 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, 15 December 2022 at 02:56 UTC.

The requested start date was Thursday, 15 December 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, 10-hour, 52-minute period from Thursday, 01 December 2022 at 06:40 UTC to Wednesday, 14 December 2022 at 17:33 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 : 147
Unique Edges : 125
Edges With Duplicates : 47
Total Edges : 172
Number of Edge Types : 5
Replies to : 15
Tweet : 34
Retweet : 21
MentionsInRetweet : 29
Mentions : 73
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.00869565217391304
Reciprocated Edge Ratio : 0.0172413793103448
Connected Components : 43
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 62
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.867661
Graph Density : 0.00540490168670208
Modularity : 0.625338
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 147 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, 15 December 2022 at 02:56 UTC.

The requested start date was Thursday, 15 December 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, 10-hour, 52-minute period from Thursday, 01 December 2022 at 06:40 UTC to Wednesday, 14 December 2022 at 17:33 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:
[4] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/18/what-is-the-fccs-new-broadband-map-and-why-does-it-matter?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://twitter.com/ArianeSherine/status/1602959571441549312
[1] https://www.retailbrew.com/stories/2022/11/15/why-print-circulars-aren-t-dead-yet
[1] https://www.youtube.com/watch?v=dQw4w9WgXcQ&feature=youtu.be

[1] https://buytickets.at/phenomenalelitewrestling/806357
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/pi_2021-04-07_social-media_0-01/
[1] https://news.google.com/__i/rss/rd/articles/CBMiV2h0dHBzOi8vd3d3LnBld3Jlc2VhcmNoLm9yZy9pbnRlcm5ldC8yMDIyLzA4LzEwL3RlZW5zLXNvY2lhbC1tZWRpYS1hbmQtdGVjaG5vbG9neS0yMDIyL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] http://talk.origins

Top URLs in Tweet in G2:
[4] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[1] https://www.pewresearch.org/internet/2016/12/19/online-shopping-acknowledgments/
[1] https://github.com/abenteuerzeit/viva-la-carte/issues/25
[1] https://twitter.com/seemay/status/1598203737205788676
[1] https://www.latestdatabase.com/belgium-email-lists/
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.theepochtimes.com/irs-issues-another-tax-warning-to-americans-who-made-more-than-600-online_4907313.html?utm_source=Goodevening&src_src=Goodevening&utm_campaign=gv-2022-12-06&src_cmp=gv-2022-12-06&utm_medium=email&est=7UQcQOjJIZMBGybh%2BZhMOTv2J9t0a2RUf8DdCn8lgomvzxXnvxNfvwWvrJQllwE%3D
[1] https://www.pewresearch.org/fact-tank/2021/09/10/americans-with-disabilities-less-likely-than-those-without-to-own-some-digital-devices/
[1] http://www.miamiinternetmarketingconsultant.com/miami-internet-marketing-consultant/elevate-b2b-marketing-news-linkedins-b2b-marketing-trends-seo-adoption-climbs-new-pew-gartner-marketing-reports/
[1] https://www.twitch.tv/mikachan1479

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/pi_2021-04-07_social-media_0-01/
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/

Top URLs in Tweet in G4:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/18/what-is-the-fccs-new-broadband-map-and-why-does-it-matter?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/2022/12/08/broadband-access-still-a-challenge-in-rural-affordable-housing?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___

Top URLs in Tweet in G7:
[1] https://www.twitch.tv/hobaee_

Top URLs in Tweet in G8:
[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:
[5] internet
[5] broadband
[2] online
[1] retailmarketing
[1] printisnotdead
[1] britishwrestling
[1] britwres
[1] wrestling
[1] thank
[1] liberatedcarsoncpaontwitter



Top Hashtags in Tweet in G2:
[1] github
[1] metachurch
[1] metachurchstrategy
[1] metachurchbook
[1] belgiumemaillist
[1] breaking
[1] india
[1] canadian
[1] twitterfiles2
[1] toronto

Top Hashtags in Tweet in G3:
[1] thank
[1] liberatedcarsoncpaontwitter

Top Hashtags in Tweet in G4:
[5] broadband
[2] internet

Top Hashtags in Tweet in G7:
[1] vtuber
[1] esvtuber

Top Words
Top Words in Tweet in Entire Graph:
[66] pew
[50] internet
[33] research
[16] center
[15] according
[15] use
[11] state
[10] teens
[9] social
[8] live

Top Words in Tweet in G1:
[2] megavolt1
[2] gregowoc
[2] wastedaerospace
[2] umfpt
[2] wpcguy
[2] tk_the_kitsune
[2] dirk_fasshauer
[2] thatguym88
[2] luckylaughter1

Top Words in Tweet in G2:
[28] pew
[18] internet
[16] research
[8] social
[6] media
[6] study
[6] teens
[5] center
[4] more
[4] marketing

Top Words in Tweet in G3:
[3] twitter
[3] pew
[3] use
[3] elonmusk
[2] 2021
[2] 23
[2] google
[2] right
[2] research

Top Words in Tweet in G4:
[6] federal
[6] access
[6] map
[6] internet
[5] efforts
[5] #broadband
[5] pewstates
[4] help
[4] expand
[4] allocate

Top Words in Tweet in G5:
[3] trolledbypew
[3] internet_tlcm
[3] pew
[2] trolled

Top Words in Tweet in G7:
[7] âœ
[6] darle
[6] uvu
[6] bomnita
[6] voy
[6] tamos
[6] live
[6] pews
[6] internet
[6] bastaðÿ

Top Words in Tweet in G8:
[2] twitter

Top Words in Tweet in G9:
[2] pew

Top Words in Tweet in G10:
[2] pew
[2] pepe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] pew,research
[16] research,center
[12] according,pew
[7] use,internet
[7] social,media
[7] pew,pews
[6] teens,use
[6] diga,bastaðÿ
[6] vamos,darle
[6] bomnita,uvu

Top Word Pairs in Tweet in G1:
[2] umfpt,gregowoc
[2] dirk_fasshauer,wpcguy
[2] luckylaughter1,wastedaerospace
[2] tk_the_kitsune,umfpt
[2] thatguym88,luckylaughter1
[2] wpcguy,thatguym88
[2] wastedaerospace,tk_the_kitsune
[2] gregowoc,megavolt1

Top Word Pairs in Tweet in G2:
[14] pew,research
[6] social,media
[5] research,center
[4] study,pew
[3] pew,pew
[3] use,internet
[3] internet,users
[2] teens,social
[2] farting,videos
[2] media,technology

Top Word Pairs in Tweet in G3:
[2] use,twitter

Top Word Pairs in Tweet in G4:
[6] internet,access
[5] #broadband,map
[4] funding,state
[4] federal,funding
[4] local,efforts
[4] efforts,expand
[4] expand,internet
[4] map,help
[4] allocate,federal
[4] state,local

Top Word Pairs in Tweet in G5:
[3] trolledbypew,internet_tlcm

Top Word Pairs in Tweet in G7:
[6] bastaðÿ,voy
[6] tamos,live
[6] estar,succubus
[6] pew,pews
[6] internet,diga
[6] live,vamos
[6] pews,internet
[6] darle,pew
[6] succubus,bomnita
[6] bomnita,uvu

Top Word Pairs in Tweet in G10:
[2] pepe,pew

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewstates
@hobaee_
@internet_tlcm
@cdetler
@ybarrap
@pew_wrestling
@smashingmike_s1
@wpcguy
@thatguym88
@luckylaughter1

Top Mentioned in G1:
@wpcguy
@thatguym88
@luckylaughter1
@wastedaerospace
@tk_the_kitsune
@umfpt
@gregowoc
@megavolt1
@anti_psychopath
@dirk_fasshauer

Top Mentioned in G3:
@stephhoover8
@elonmusk
@judiciarygop
@dcarsoncpa

Top Mentioned in G4:
@pewstates
@jakevarn

Top Mentioned in G5:
@internet_tlcm
@trolledbypew

Top Mentioned in G6:
@pucaswerner
@grudgingoptimst
@michaelmalice
@repadamschiff

Top Mentioned in G7:
@hobaee_

Top Mentioned in G8:
@loricarlupnorth
@jim007007007007
@collinrugg

Top Mentioned in G9:
@jsparrow1622j
@old_schooleddie
@nypost

Top Mentioned in G10:
@hipocresa6
@jeancarlopmag
@jennaortega

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@nypost
@frcretweets
@jennykim
@first_issues
@dcarsoncpa
@vputin_biz
@jlboul
@impeachqueen
@rjdownard

Top Tweeters in G1:
@impeachqueen
@rjdownard
@taygee
@scientiapercept
@abranesample
@imkimaaron
@cern_lxxl
@megavolt1
@deanomartino1
@odktiger

Top Tweeters in G2:
@jchapman1729
@first_issues
@vputin_biz
@aussiedave
@shirleylopezmia
@221digital
@joshiazevedo
@youtube_newss
@jrbg69
@bhartiyadefence

Top Tweeters in G3:
@dcarsoncpa
@judiciarygop
@elonmusk
@stephhoover8
@northlapp7
@subdhuxley
@greenmontagne
@neontusk1

Top Tweeters in G4:
@jennykim
@jlboul
@bigpapiht
@pewstates
@mremez
@jakevarn
@crrawdad

Top Tweeters in G5:
@trolledbypew
@crawdaddeo
@internet_tlcm
@lowreswebcam
@feware
@player32

Top Tweeters in G6:
@michaelmalice
@grudgingoptimst
@nathannix
@repadamschiff
@pucaswerner
@lasers__pew_pew

Top Tweeters in G7:
@frcretweets
@kumo_kun1
@hobaee_
@rexayanami
@jaju_vt
@cafugarcia

Top Tweeters in G8:
@looptard69
@gav57852174
@loricarlupnorth
@collinrugg
@jim007007007007

Top Tweeters in G9:
@nypost
@mgordonjr
@old_schooleddie
@codenomicsactl
@jsparrow1622j

Top Tweeters in G10:
@jeancarlopmag
@cristianbn42
@jennaortega
@sebass_erazo
@hipocresa6


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