pew internet, Twitter, 12/22/2022 3:05:26 AM, 286735


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pew internet_2022-12-21_18-56-00.xlsx
pew internet_2022-12-21_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 22, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3Gligzv
@luisa40642708
@elonmusk
@moderateleft
@subdhuxley
@greenmontagne
@internet_tlcm
@nathannix
@player32
@gav57852174
@codenomicsactl

Top hashtags:
#cobraguilty
#technology
#internet
#mentalhealth
#cobraisguilty
#embanodou

Description:
Description
The graph represents a network of 123 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, 22 December 2022 at 02:56 UTC.

The requested start date was Thursday, 22 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 12-day, 11-hour, 14-minute period from Thursday, 08 December 2022 at 11:50 UTC to Tuesday, 20 December 2022 at 23:05 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 : 123
Unique Edges : 79
Edges With Duplicates : 79
Total Edges : 158
Number of Edge Types : 5
Mentions : 26
Replies to : 15
Tweet : 42
Retweet : 38
MentionsInRetweet : 37
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 49
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 21
Maximum Edges in a Connected Component : 41
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.65614
Graph Density : 0.00519792083166733
Modularity : 0.581758
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 123 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, 22 December 2022 at 02:56 UTC.

The requested start date was Thursday, 22 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 12-day, 11-hour, 14-minute period from Thursday, 08 December 2022 at 11:50 UTC to Tuesday, 20 December 2022 at 23:05 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/2022/12/15/teens-and-cyberbullying-2022/
[3] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[3] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/pi_2021-04-07_social-media_0-01/
[2] 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=___
[1] 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/2019/04/24/sizing-up-twitter-users-methodology/
[1] https://twitter.com/tedlieu/status/1605299090623197184

Top URLs in Tweet in G1:
[5] https://www.pewresearch.org/internet/2022/12/15/teens-and-cyberbullying-2022/
[3] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[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
[1] https://www.google.com/imgres?imgurl=https://www.pewresearch.org/internet/wp-content/uploads/sites/9/2020/06/PJ_20.03.05_CivicInnovation_featured.png&imgrefurl=https://www.pewresearch.org/internet/2020/06/30/experts-predict-more-digital-innovation-by-2030-aimed-at-enhancing-democracy/&tbnid=0KNcxrCbjDWxyM&vet=1&docid=_3uSa2OioQuuuM&w=1280&h=720&source=sh/x/im
[1] https://news.google.com/__i/rss/rd/articles/CBMiV2h0dHBzOi8vd3d3LnBld3Jlc2VhcmNoLm9yZy9pbnRlcm5ldC8yMDIyLzA4LzEwL3RlZW5zLXNvY2lhbC1tZWRpYS1hbmQtdGVjaG5vbG9neS0yMDIyL9IBAA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.youtube.com/watch?v=dQw4w9WgXcQ&feature=youtu.be

[1] https://www.retailbrew.com/stories/2022/11/15/why-print-circulars-aren-t-dead-yet
[1] https://twitter.com/ArianeSherine/status/1602959571441549312

Top URLs in Tweet in G3:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://twitter.com/tedlieu/status/1605299090623197184
[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/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/global/2010/04/07/hungary-dissatisfied-with-democracy-but-not-its-ideals/
[1] https://www.pewresearch.org/global/2019/10/15/european-public-opinion-three-decades-after-the-fall-of-communism/

Top URLs in Tweet in G6:
[2] 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=___
[1] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users-methodology/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/fact-tank/2022/12/13/striking-findings-from-2022/?utm_source=join1440&utm_medium=email&utm_placement=newsletter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[22] cobraguilty
[21] technology
[6] internet
[2] mentalhealth
[2] cobraisguilty
[2] embanodou
[2] 15yrsago
[2] online
[1] entrepreneurship
[1] socialmedia



Top Hashtags in Tweet in G1:
[2] 15yrsago
[2] embanodou
[1] retailmarketing
[1] printisnotdead
[1] cyberbullying
[1] bekind
[1] endcyberbullying
[1] newspicks
[1] cobraisguilty
[1] cobraguilty

Top Hashtags in Tweet in G2:
[21] technology
[21] cobraguilty
[1] cobraisguilty

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

Top Hashtags in Tweet in G6:
[4] internet
[2] mentalhealth

Top Words
Top Words in Tweet in Entire Graph:
[87] pew
[53] internet
[34] research
[27] report
[23] american
[23] use
[22] #cobraguilty
[22] annual
[22] 76
[22] teens

Top Words in Tweet in G1:
[30] pew
[20] research
[14] internet
[14] teens
[12] 2022
[10] social
[8] media
[7] center
[6] use
[6] cyberbullying

Top Words in Tweet in G2:
[21] project's
[21] city
[21] #technology
[21] 76
[21] #cobraguilty
[21] internet
[21] pew
[21] report
[21] annual
[21] american

Top Words in Tweet in G3:
[6] pew
[5] twitter
[3] research
[3] according
[3] elonmusk
[3] use
[2] general
[2] 2021
[2] users
[2] adult

Top Words in Tweet in G4:
[5] pew
[3] poll
[3] internet_tlcm
[3] right
[3] trolledbypew
[2] 2009
[2] actually
[2] combined
[2] 2008
[2] image

Top Words in Tweet in G6:
[6] rural
[6] areas
[4] close
[4] affordable
[4] regions
[4] especially
[4] residents
[4] adoption
[4] lags
[4] #internet

Top Words in Tweet in G7:
[2] twitter

Top Words in Tweet in G8:
[2] pew

Top Words in Tweet in G9:
[2] harris_x_
[2] pew

Top Words in Tweet in G10:
[5] use
[4] 41
[4] pew's
[4] more
[4] cash
[4] findings
[4] purchases
[4] typical
[4] americans
[4] week

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] pew,research
[27] pew,internet
[22] 76,2005
[22] 2005,pew
[21] project's,annual
[21] #technology,city
[21] city,76
[21] life,project's
[21] internet,american
[21] american,life

Top Word Pairs in Tweet in G1:
[17] pew,research
[8] social,media
[7] 2022,pew
[7] research,center
[6] teens,cyberbullying
[6] cyberbullying,2022
[4] teens,social
[4] media,technology
[4] technology,2022
[4] pew,internet

Top Word Pairs in Tweet in G2:
[21] american,life
[21] internet,american
[21] 76,2005
[21] life,project's
[21] #technology,city
[21] city,76
[21] project's,annual
[21] pew,internet
[21] 2005,pew
[21] report,#cobraguilty

Top Word Pairs in Tweet in G3:
[2] pew,learned
[2] users,younger
[2] younger,more
[2] research,pew
[2] learned,adult
[2] pew,research
[2] extensive,pew
[2] adult,twitter
[2] democrats,general
[2] general,public

Top Word Pairs in Tweet in G4:
[3] trolledbypew,internet_tlcm
[2] right,global
[2] 2008,crash
[2] crash,combined
[2] 2009,pew
[2] lie,comes
[2] nikicaga,image
[2] comes,2009
[2] global,2008
[2] pew,poll

Top Word Pairs in Tweet in G6:
[6] rural,areas
[4] especially,affordable
[4] regions,especially
[4] #internet,adoption
[4] urban,regions
[4] states,close
[4] areas,lags
[4] lags,urban
[4] housing,residents
[4] adoption,rural

Top Word Pairs in Tweet in G10:
[4] use,cash
[4] typical,week
[4] americans,use
[4] cash,typical
[4] pew's,striking
[4] purchases,more
[4] findings,41
[4] week,purchases
[4] 41,americans
[4] striking,findings

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@luisa40642708
@internet_tlcm
@morningbrew
@cdetler
@harris_x_
@elonmusk
@anthony
@pewstates
@pewresearch
@bariweiss

Top Mentioned in G2:
@luisa40642708

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

Top Mentioned in G4:
@internet_tlcm
@psa_sitch
@nikicaga
@trolledbypew

Top Mentioned in G5:
@pucaswerner
@grudgingoptimst
@michaelmalice
@repadamschiff

Top Mentioned in G6:
@pewstates
@pewresearch
@pewtrusts

Top Mentioned in G7:
@loricarlupnorth
@jim007007007007
@collinrugg

Top Mentioned in G8:
@jsparrow1622j
@old_schooleddie
@nypost

Top Mentioned in G9:
@harris_x_

Top Mentioned in G10:
@morningbrew

Top Tweeters
Top Tweeters in Entire Graph:
@nypost
@doctorow
@darroyo04
@dcarsoncpa
@vputin_biz
@jlboul
@realdailywire
@rosario_strano
@seni_bl
@michaelmalice

Top Tweeters in G1:
@doctorow
@vputin_biz
@justcanadiangal
@stopwebbullying
@stann2
@sakaerka
@jaynaychanel
@apapenheim
@callaghanpeter
@earlthumphrey

Top Tweeters in G2:
@deanne62597788
@larhond07359098
@toby57560262
@tamela87333719
@scot92273320
@gwyn23033585
@nicole58199087
@lemuel98826578
@luisa40642708
@william49772111

Top Tweeters in G3:
@dcarsoncpa
@moderateleft
@tedlieu
@judiciarygop
@mtaibbi
@elonmusk
@stephhoover8
@bariweiss
@northlapp7
@subdhuxley

Top Tweeters in G4:
@nikicaga
@psa_sitch
@trolledbypew
@crawdaddeo
@internet_tlcm
@lowreswebcam
@kanye_eats
@player32

Top Tweeters in G5:
@michaelmalice
@grudgingoptimst
@nathannix
@repadamschiff
@pucaswerner
@lasers__pew_pew

Top Tweeters in G6:
@jlboul
@rosario_strano
@pewresearch
@pewtrusts
@pewstates

Top Tweeters in G7:
@looptard69
@gav57852174
@loricarlupnorth
@collinrugg
@jim007007007007

Top Tweeters in G8:
@nypost
@mgordonjr
@old_schooleddie
@codenomicsactl
@jsparrow1622j

Top Tweeters in G9:
@ariehkovler
@emgusk
@funmandave
@harris_x_

Top Tweeters in G10:
@darroyo04
@morningbrew
@ekazan20
@cia_benet


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