pew internet, Twitter, 5/26/2022 2:41:17 AM, 277056


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pew internet_2022-05-25_18-56-00.xlsx
pew internet_2022-05-25_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3wOrQ9h
@clivessmith
@librajustitiae
@bnbrn86
@mrmikehiggins
@thebigmiddlepod
@genticici
@elonmusk
@apatheticdave
@cnsnews
@paulstuffins

Top hashtags:
#ageist
#internet
#uvaldemassacre
#uvalde
#eme4390m2022
#twitch
#stream
#live

Description:
Description
The graph represents a network of 106 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, 26 May 2022 at 01:56 UTC.

The requested start date was Thursday, 26 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, 52-minute period from Thursday, 12 May 2022 at 03:04 UTC to Wednesday, 25 May 2022 at 21:56 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 : 106
Unique Edges : 83
Edges With Duplicates : 36
Total Edges : 119
Number of Edge Types : 5
Replies to : 14
Mentions : 30
Retweet : 18
Tweet : 30
MentionsInRetweet : 27
Self-Loops : 31
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 44
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.280992
Graph Density : 0.00637915543575921
Modularity : 0.670468
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 106 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, 26 May 2022 at 01:56 UTC.

The requested start date was Thursday, 26 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, 52-minute period from Thursday, 12 May 2022 at 03:04 UTC to Wednesday, 25 May 2022 at 21:56 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://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[2] https://twitch.tv/ttors
[2] https://www.columbiagorgenews.com/news/senior-news-make-sure-your-online-information-is-secure/article_e3b55696-d619-11ec-928c-3fa1cf706517.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[1] https://us06web.zoom.us/webinar/register/7616512554355/WN_IXcb7NCoRGWr_R4XRrqbIQ
[1] https://www.forbes.com/sites/forbesbusinesscouncil/2022/05/23/business-basics-every-entrepreneur-should-understand/amp/
[1] https://www.pewresearch.org/internet/2016/08/15/social-media-conversations-about-race/
[1] https://twitter.com/somosresisters/status/1527072687323074563
[1] https://pew.org/3tGp9nr
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/

Top URLs in Tweet in G1:
[2] https://www.columbiagorgenews.com/news/senior-news-make-sure-your-online-information-is-secure/article_e3b55696-d619-11ec-928c-3fa1cf706517.html?utm_campaign=blox&utm_source=twitter&utm_medium=social
[1] https://www.pewresearch.org/internet/2019/07/25/a-week-in-the-life-of-popular-youtube-channels/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/westindimade/status/1525149812647239681
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://pewresearch.org/
[1] https://pewresearch.org/internet/2020/
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[1] https://www.pewresearch.org/internet/2016/08/15/social-media-conversations-about-race/
[1] https://www.forbes.com/sites/forbesbusinesscouncil/2022/05/23/business-basics-every-entrepreneur-should-understand/amp/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] https://botometer.osome.iu.edu/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/fact-tank/2019/02/27/what-our-transition-to-online-polling-means-for-decades-of-phone-survey-trends/

Top URLs in Tweet in G8:
[1] https://www.cnsnews.com/index.php/commentary/bill-donohue/pew-buries-lede-abortion-survey

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] ageist
[3] internet
[2] uvaldemassacre
[2] uvalde
[2] eme4390m2022
[2] twitch
[2] stream
[2] live
[2] gamer
[2] pc



Top Hashtags in Tweet in G1:
[2] eme4390m2022
[2] uvaldemassacre
[2] uvalde
[1] d123
[1] edchat
[1] edtech
[1] cpchat
[1] elemchat
[1] mschat
[1] hschat

Top Hashtags in Tweet in G5:
[5] ageist

Top Words
Top Words in Tweet in Entire Graph:
[63] pew
[37] internet
[26] research
[12] people
[10] use
[9] users
[9] americans
[9] study
[9] found
[8] twitter

Top Words in Tweet in G1:
[24] pew
[18] internet
[15] research
[7] according
[7] use
[6] center
[6] adults
[6] users
[5] percent
[5] using

Top Words in Tweet in G2:
[3] walsh_e_patrick
[2] obsnewreview
[2] harvillsecker
[2] pew_literary
[2] john_s_ash
[2] mayafoa
[2] bethankjones
[2] aidanoneilll
[2] htelfer1

Top Words in Tweet in G4:
[2] pew

Top Words in Tweet in G5:
[6] people
[5] pffft
[5] goes
[5] #ageist
[5] stereotype
[5] older
[5] tech
[5] analysis
[5] pew
[5] research

Top Words in Tweet in G6:
[2] elonmusk
[2] twitter
[2] pew
[2] research
[2] bots

Top Words in Tweet in G8:
[3] bill
[3] donohue
[3] commentary
[3] radio
[3] tv
[3] internet
[3] newspapers
[3] alive
[3] stories
[3] saying

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] pew,research
[11] pew,pew
[8] research,center
[8] social,media
[5] use,internet
[5] study,pew
[5] pffft,goes
[5] goes,#ageist
[5] #ageist,stereotype
[5] stereotype,older

Top Word Pairs in Tweet in G1:
[12] pew,research
[6] research,center
[5] use,internet
[4] social,media
[3] study,pew
[3] internet,users
[3] according,pew
[3] internet,according
[2] according,2015
[2] 2015,study

Top Word Pairs in Tweet in G2:
[2] walsh_e_patrick,obsnewreview
[2] obsnewreview,harvillsecker
[2] harvillsecker,pew_literary
[2] pew_literary,john_s_ash
[2] john_s_ash,mayafoa
[2] mayafoa,bethankjones
[2] bethankjones,aidanoneilll
[2] aidanoneilll,htelfer1

Top Word Pairs in Tweet in G5:
[5] pffft,goes
[5] goes,#ageist
[5] #ageist,stereotype
[5] stereotype,older
[5] older,people
[5] people,tech
[5] tech,analysis
[5] analysis,pew
[5] pew,research
[5] research,centre

Top Word Pairs in Tweet in G8:
[3] bill,donohue
[3] donohue,commentary
[3] commentary,radio
[3] radio,tv
[3] tv,internet
[3] internet,newspapers
[3] newspapers,alive
[3] alive,stories
[3] stories,saying
[3] saying,majority

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thebigmiddlepod
@evangelistmdyal
@pewstates
@obsnewreview
@harvillsecker
@pew_literary
@john_s_ash
@mayafoa
@bethankjones
@aidanoneilll

Top Mentioned in G1:
@evangelistmdyal

Top Mentioned in G2:
@obsnewreview
@harvillsecker
@pew_literary
@john_s_ash
@mayafoa
@bethankjones
@aidanoneilll
@htelfer1
@clivessmith
@walsh_e_patrick

Top Mentioned in G3:
@stephenwoody40
@dylanyoungruns
@psyinfirmities
@jroy35848
@eduardor
@jonahplatt

Top Mentioned in G4:
@gibbonspaddy
@delilahgallo68
@baddiel
@potus
@nra

Top Mentioned in G5:
@thebigmiddlepod

Top Mentioned in G6:
@coffeetabletsla
@twitter

Top Mentioned in G7:
@not_dalduca
@dzoolander85

Top Mentioned in G8:
@cnsnews
@catholicleague

Top Mentioned in G9:
@martynwilliams2

Top Mentioned in G10:
@warriors

Top Tweeters
Top Tweeters in Entire Graph:
@sexygirl798
@jchapman1729
@reagangomez
@crazycrnbllbrd
@jossfjh
@juanbrob
@angrymann
@pareising
@faketakedump
@fwade

Top Tweeters in G1:
@jchapman1729
@jossfjh
@faketakedump
@fwade
@ashgot_juice
@dhallowing
@paulenderle
@evangelistmdyal
@epresenceme
@wristlocks4all

Top Tweeters in G2:
@obsnewreview
@clivessmith
@harvillsecker
@walsh_e_patrick
@librajustitiae
@bethankjones
@timadamswrites
@pew_literary
@htelfer1
@john_s_ash

Top Tweeters in G3:
@neonluvbar
@psyinfirmities
@eduardor
@stephenwoody40
@dylanyoungruns
@jroy35848
@jonahplatt
@bnbrn86

Top Tweeters in G4:
@baddiel
@nra
@foxy_reynard
@delilahgallo68
@potus
@gibbonspaddy
@mrmikehiggins

Top Tweeters in G5:
@trainedbrains
@joycemjeffries1
@richeis315
@thebigmiddlepod
@timtrudell2

Top Tweeters in G6:
@elonmusk
@twitter
@coffeetabletsla
@kdawg5000
@genticici

Top Tweeters in G7:
@dzoolander85
@gregoire1960
@apatheticdave
@not_dalduca

Top Tweeters in G8:
@crazycrnbllbrd
@cnsnews
@catholicleague
@billsprague43

Top Tweeters in G9:
@martynwilliams2
@zacgoldsmith
@lasers__pew_pew

Top Tweeters in G10:
@warriors
@mountync
@sufficientpain1