pew internet, Twitter, 12/8/2022 3:04:41 AM, 285759


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pew internet_2022-12-07_18-56-00.xlsx
pew internet_2022-12-07_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3PbbMpF
@anti_psychopath
@peterfi98279139
@ybarrap
@pewstates
@hobaee_
@cristianbn42
@elonmusk
@pewtrusts
@indigoaero
@gsspmusic

Top hashtags:
#broadband
#internet
#socialmedia
#digitalequity
#breaking
#india
#canadian

Description:
Description
The graph represents a network of 143 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, 08 December 2022 at 02:56 UTC.

The requested start date was Thursday, 08 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, 7-hour, 57-minute period from Thursday, 24 November 2022 at 13:32 UTC to Wednesday, 07 December 2022 at 21:30 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 : 143
Unique Edges : 107
Edges With Duplicates : 63
Total Edges : 170
Number of Edge Types : 5
Tweet : 25
Replies to : 15
Mentions : 62
Retweet : 29
MentionsInRetweet : 39
Self-Loops : 26
Reciprocated Vertex Pair Ratio : 0.0087719298245614
Reciprocated Edge Ratio : 0.0173913043478261
Connected Components : 38
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 62
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.860706
Graph Density : 0.00566335073377327
Modularity : 0.602154
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 143 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, 08 December 2022 at 02:56 UTC.

The requested start date was Thursday, 08 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, 7-hour, 57-minute period from Thursday, 24 November 2022 at 13:32 UTC to Wednesday, 07 December 2022 at 21:30 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/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[3] 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.pewresearch.org/fact-tank/2021/09/10/americans-with-disabilities-less-likely-than-those-without-to-own-some-digital-devices/
[1] https://www.twitch.tv/hobaee_
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://www.pewresearch.org/fact-tank/2012/03/13/internet-users-dont-like-targeted-ads/
[1] https://www.latestdatabase.com/belgium-email-lists/
[1] https://www.tickettailor.com/events/phenomenalelitewrestling/806357
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] 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=___knowledgegap

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

Top URLs in Tweet in G2:
[3] 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.pewresearch.org/fact-tank/2021/09/10/americans-with-disabilities-less-likely-than-those-without-to-own-some-digital-devices/

Top URLs in Tweet in G4:
[3] 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/2022/11/18/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=___knowledgegap

Top URLs in Tweet in G5:
[1] https://www.twitch.tv/hobaee_

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Top URLs in Tweet in G8:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/03/how-to-make-broadband-a-priority-in-affordable-rental-housing-development?utm_campaign=2022-11-16+Rundown&utm_medium=email&utm_source=Pew&subscriberkey=0037V00002eoxlhQAA

Top URLs in Tweet in G9:
[1] https://www.tickettailor.com/events/phenomenalelitewrestling/806357

Top Domains
Top Domains in Tweet in Entire Graph:
[14] pewresearch.org
[5] pewtrusts.org
[3] ada.gov
[1] twitch.tv
[1] pewinternet.org
[1] latestdatabase.com
[1] tickettailor.com
[1] twitter.com
[1] github.com
[1] talk.origins

Top Domains in Tweet in G1:
[1] talk.origins

Top Domains in Tweet in G2:
[5] pewresearch.org
[1] github.com
[1] twitter.com
[1] latestdatabase.com
[1] pewinternet.org

Top Domains in Tweet in G4:
[4] pewtrusts.org

Top Domains in Tweet in G5:
[1] twitch.tv

Top Domains in Tweet in G7:
[2] pewresearch.org

Top Domains in Tweet in G8:
[1] pewtrusts.org

Top Domains in Tweet in G9:
[1] tickettailor.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] broadband
[5] internet
[2] socialmedia
[1] digitalequity
[1] breaking
[1] india
[1] canadian
[1] twitterfiles2
[1] toronto
[1] liberalismisamentaldisorder



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 G4:
[7] broadband

Top Hashtags in Tweet in G5:
[1] vtuber
[1] esvtuber

Top Hashtags in Tweet in G8:
[4] internet

Top Hashtags in Tweet in G9:
[1] britishwrestling
[1] britwres
[1] wrestling

Top Words
Top Words in Tweet in Entire Graph:
[59] pew
[50] internet
[33] research
[19] state
[19] center
[15] people
[14] access
[12] fun
[12] home
[12] percentage

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:
[19] pew
[14] internet
[9] research
[6] h4
[5] social
[5] center
[4] study
[4] media
[4] connection
[3] 2022

Top Words in Tweet in G3:
[12] according
[12] people
[12] pew
[12] fact
[12] internet
[12] percentage
[12] center
[12] state
[12] research
[12] using

Top Words in Tweet in G4:
[9] federal
[9] internet
[9] access
[9] map
[7] #broadband
[6] help
[6] funding
[6] efforts
[6] allocate
[6] expand

Top Words in Tweet in G5:
[6] basta
[6] darle
[6] uvu
[6] bomnita
[6] voy
[6] tamos
[6] live
[6] pews
[6] internet
[6] diga

Top Words in Tweet in G6:
[2] pew
[2] pepe

Top Words in Tweet in G7:
[3] elonmusk
[2] each
[2] research
[2] google
[2] pew

Top Words in Tweet in G8:
[5] access
[4] #internet
[4] expand
[4] more
[4] housing
[4] need
[4] here's
[4] recognizing
[4] states
[4] reliable

Top Words in Tweet in G9:
[2] saturday
[2] 7th
[2] match
[2] circle
[2] full
[2] 2023
[2] confirmed
[2] defend
[2] announcement
[2] smashingmike_s1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[31] pew,research
[19] research,center
[12] people,using
[12] center,state
[12] using,internet
[12] fact,according
[12] internet,home
[12] fun,fact
[12] percentage,people
[12] according,pew

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:
[8] pew,research
[5] research,center
[4] social,media
[4] h4,h4
[3] pew,pew
[3] connection,creativity
[3] teen,life
[3] media,2022
[3] drama,pew
[3] life,social

Top Word Pairs in Tweet in G3:
[12] according,pew
[12] research,center
[12] pew,research
[12] percentage,people
[12] using,internet
[12] fun,fact
[12] people,using
[12] fact,according
[12] internet,home
[12] center,state

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

Top Word Pairs in Tweet in G5:
[6] tamos,live
[6] basta,voy
[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 G6:
[2] pepe,pew

Top Word Pairs in Tweet in G7:
[2] pew,research

Top Word Pairs in Tweet in G8:
[4] here's,expand
[4] affordable,housing
[4] residents,need
[4] housing,residents
[4] need,access
[4] #internet,here's
[4] more,states
[4] states,recognizing
[4] access,reliable
[4] reliable,#internet

Top Word Pairs in Tweet in G9:
[2] match,announcement
[2] january,7th
[2] saturday,january
[2] announcement,full
[2] smashingmike_s1,defend
[2] confirmed,smashingmike_s1
[2] full,circle
[2] 7th,2023
[2] circle,saturday
[2] 2023,confirmed

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ybarrap
@hobaee_
@pewstates
@pewtrusts
@smashingmike_s1
@wpcguy
@thatguym88
@luckylaughter1
@wastedaerospace
@tk_the_kitsune

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

Top Mentioned in G3:
@ybarrap

Top Mentioned in G4:
@pewstates
@jakevarn

Top Mentioned in G5:
@hobaee_

Top Mentioned in G6:
@hipocresa6
@jeancarlopmag
@jennaortega

Top Mentioned in G7:
@mtracey

Top Mentioned in G8:
@pewtrusts

Top Mentioned in G9:
@smashingmike_s1
@pew_wrestling
@slyt_kianfox

Top Mentioned in G10:
@internet_tlcm

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@frcretweets
@jennykim
@first_issues
@imiguel78
@fatmermaid_
@thechildrenhour
@bearski55
@cwebb1024
@impeachqueen

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

Top Tweeters in G2:
@jchapman1729
@first_issues
@fatmermaid_
@aussiedave
@nynuryhakmdj
@joshiazevedo
@jrbg69
@kangsinse
@lmcocco
@bhartiyadefence

Top Tweeters in G3:
@imiguel78
@thechildrenhour
@bearski55
@cwebb1024
@ybarrap
@rolevsvmib
@stratmandave
@freewalker68
@taxgirl427
@jill_uss

Top Tweeters in G4:
@jennykim
@bigpapiht
@pewstates
@marthahowell2
@mremez
@jakevarn
@crrawdad

Top Tweeters in G5:
@frcretweets
@kumo_kun1
@hobaee_
@rexayanami
@jaju_vt
@cafugarcia

Top Tweeters in G6:
@jeancarlopmag
@cristianbn42
@jennaortega
@sebass_erazo
@hipocresa6

Top Tweeters in G7:
@mtracey
@elonmusk
@indigoaero
@doctor_pew
@neontusk1

Top Tweeters in G8:
@iammikerich
@andzlandz
@karrynation
@pewtrusts

Top Tweeters in G9:
@slyt_kianfox
@pew_wrestling
@smashingmike_s1

Top Tweeters in G10:
@trolledbypew
@internet_tlcm
@feware


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