pew internet, Twitter, 5/19/2022 2:03:57 AM, 276585


FAQ | Problem?

pew internet_2022-05-18_18-56-00.xlsx
pew internet_2022-05-18_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3wnGx2K
@librajustitiae
@clivessmith
@bnbrn86
@elonmusk
@genticici
@pewtrusts
@apatheticdave
@cnsnews
@angrymann
@pewstates

Top hashtags:
#siguemeytesigo
#followback
#news
#sdv
#d123
#edchat
#edtech
#cpchat
#elemchat
#mschat

Description:
Description
The graph represents a network of 100 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, 19 May 2022 at 01:56 UTC.

The requested start date was Thursday, 19 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, 8-hour, 52-minute period from Thursday, 05 May 2022 at 12:56 UTC to Wednesday, 18 May 2022 at 21:49 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 : 100
Unique Edges : 76
Edges With Duplicates : 39
Total Edges : 115
Number of Edge Types : 5
Tweet : 27
Replies to : 17
Retweet : 17
MentionsInRetweet : 29
Mentions : 25
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 41
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 13
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.314894
Graph Density : 0.00717171717171717
Modularity : 0.658488
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 100 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, 19 May 2022 at 01:56 UTC.

The requested start date was Thursday, 19 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, 8-hour, 52-minute period from Thursday, 05 May 2022 at 12:56 UTC to Wednesday, 18 May 2022 at 21:49 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/
[3] https://2captcha.com?from=12423420
[2] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[2] https://www.businessinsider.com/zoom-fatigue-pew-researcher-center-great-resignation-labor-shortage-remote-2022-5
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[1] https://pewresearch.org/internet/2020/
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://pewresearch.org/
[1] https://www.pewresearch.org/fact-tank/2019/02/27/what-our-transition-to-online-polling-means-for-decades-of-phone-survey-trends/
[1] https://www.petoskeynews.com/story/news/local/gaylord/2022/03/18/social-media-has-become-mainstream-many-small-businesses/7037224001/

Top URLs in Tweet in G1:
[3] https://2captcha.com?from=12423420
[2] https://www.businessinsider.com/zoom-fatigue-pew-researcher-center-great-resignation-labor-shortage-remote-2022-5
[1] https://www.pewresearch.org/internet/2021/02/18/worries-about-life-in-2025/
[1] https://www.forbes.com/sites/russellflannery/2022/05/05/chinas-us-ambassador-takes-issue-with-pew-research-very-optimistic-in-interview/
[1] https://www.cbsnews.com/news/gen-z-internet-social-media/
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[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/

Top URLs in Tweet in G4:
[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/
[1] https://www.pewinternet.org/?p=22366

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2017/01/26/americans-and-cybersecurity/?utm_campaign=trends_prc___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=pewresearch_general____stattile_&utm_term=___

Top URLs in Tweet in G6:
[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 G7:
[1] https://www.cnsnews.com/index.php/commentary/bill-donohue/pew-buries-lede-abortion-survey

Top URLs in Tweet in G8:
[1] https://pew.org/3tGp9nr

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

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] siguemeytesigo
[3] followback
[3] news
[3] sdv
[2] d123
[2] edchat
[2] edtech
[2] cpchat
[2] elemchat
[2] mschat



Top Hashtags in Tweet in G1:
[3] siguemeytesigo
[3] followback
[3] news
[3] sdv
[2] d123
[2] edchat
[2] edtech
[2] cpchat
[2] elemchat
[2] mschat

Top Hashtags in Tweet in G5:
[1] worldpasswordday

Top Words
Top Words in Tweet in Entire Graph:
[49] pew
[35] internet
[21] research
[13] twitter
[10] people
[10] social
[10] media
[9] users
[9] study
[8] center

Top Words in Tweet in G1:
[19] pew
[16] internet
[14] research
[7] people
[6] center
[6] according
[6] adults
[6] social
[6] media
[5] work

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:
[7] twitter
[6] pew
[5] elonmusk
[4] research
[3] left
[2] bots
[2] progressive
[2] agree
[2] biased
[2] 2019

Top Words in Tweet in G5:
[5] age
[5] technology
[5] comes
[5] keeping
[5] track
[5] passwords
[5] 84
[5] rely
[5] mainly
[5] pen

Top Words in Tweet in G7:
[3] bill
[3] donohue
[3] commentary
[3] radio
[3] tv
[3] internet
[3] newspapers
[3] alive
[3] stories
[3] saying

Top Words in Tweet in G8:
[4] state
[3] learn
[3] structured
[3] broadband
[3] deployment
[3] compare
[3] states
[3] map
[3] breaks
[3] down

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pew,research
[10] social,media
[8] research,center
[5] pew,pew
[5] age,technology
[5] technology,comes
[5] comes,keeping
[5] keeping,track
[5] track,passwords
[5] passwords,84

Top Word Pairs in Tweet in G1:
[12] pew,research
[6] research,center
[6] social,media
[4] according,pew
[3] internet,users
[3] earn,money
[3] money,work
[3] work,internet
[3] #followback,#news
[3] #news,#sdv

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 G4:
[3] pew,research
[2] progressive,agree
[2] agree,elonmusk
[2] elonmusk,twitter
[2] twitter,left
[2] left,biased
[2] biased,2019
[2] 2019,pew
[2] research,reveals
[2] reveals,top

Top Word Pairs in Tweet in G5:
[5] age,technology
[5] technology,comes
[5] comes,keeping
[5] keeping,track
[5] track,passwords
[5] passwords,84
[5] 84,rely
[5] rely,mainly
[5] mainly,pen
[5] pen,paper

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[3] learn,state
[3] state,structured
[3] structured,broadband
[3] broadband,deployment
[3] deployment,compare
[3] compare,states
[3] states,map
[3] map,breaks
[3] breaks,down
[3] down,each

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@pewstates
@obsnewreview
@harvillsecker
@pew_literary
@john_s_ash
@mayafoa
@bethankjones
@aidanoneilll
@htelfer1

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:
@elonmusk
@coffeetabletsla
@twitter
@menitsirbas

Top Mentioned in G5:
@pewtrusts

Top Mentioned in G6:
@not_dalduca
@dzoolander85

Top Mentioned in G7:
@cnsnews
@catholicleague

Top Mentioned in G8:
@pewstates

Top Mentioned in G9:
@jenaglez

Top Mentioned in G10:
@ggreenwald

Top Tweeters
Top Tweeters in Entire Graph:
@sexygirl798
@jchapman1729
@annie5133
@washingtonpost
@crazycrnbllbrd
@reparsandra
@angrymann
@geewhizpat
@fwade
@ashgot_juice

Top Tweeters in G1:
@jchapman1729
@geewhizpat
@fwade
@ashgot_juice
@priscilagural
@smorffer
@paulenderle
@epresenceme
@wristlocks4all
@youtube_newss

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:
@elonmusk
@twitter
@coffeetabletsla
@kdawg5000
@genticici
@zvalleerl
@menitsirbas
@papatone88

Top Tweeters in G5:
@reparsandra
@rubyflower16
@courtneyblair18
@pewtrusts
@meigunl

Top Tweeters in G6:
@dzoolander85
@gregoire1960
@apatheticdave
@not_dalduca

Top Tweeters in G7:
@crazycrnbllbrd
@cnsnews
@catholicleague
@billsprague43

Top Tweeters in G8:
@sexygirl798
@annie5133
@pewstates

Top Tweeters in G9:
@energetic_nova
@vampire337
@jenaglez

Top Tweeters in G10:
@ggreenwald
@lb_412
@paulstuffins