pew internet, Twitter, 2/7/2020 7:40:53 PM, 220678


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pew internet_2020-02-07_10-49-21.xlsx
pew internet_2020-02-07_10-49-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 07, 2020
Short Description:
pew internet via NodeXL http://bit.ly/384r5Ke
@nycmomma
@extra_cat
@pizzapicklespur
@2cynical65
@smlabto
@maadcity25
@hail_zel
@ltecato
@facttank
@cantfoolall

Top hashtags:
#ai
#internet
#rnchack
#twitch
#streamer
#videogames
#fps
#battleroyal
#siaworks
#eveonline

Description:
Description
The graph represents a network of 115 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 Friday, 07 February 2020 at 18:49 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 4-hour, 18-minute period from Friday, 24 January 2020 at 16:15 UTC to Wednesday, 05 February 2020 at 20:33 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 : 115
Unique Edges : 98
Edges With Duplicates : 2
Total Edges : 100
Number of Edge Types : 4
MentionsInRetweet : 29
Tweet : 28
Mentions : 30
Replies to : 13
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 43
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 6
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.144165
Graph Density : 0.00549199084668192
Modularity : 0.822525
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 115 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 Friday, 07 February 2020 at 18:49 UTC.

The requested start date was Friday, 07 February 2020 at 15:13 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 4-hour, 18-minute period from Friday, 24 January 2020 at 16:15 UTC to Wednesday, 05 February 2020 at 20:33 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:
[5] https://www.socialmediatoday.com/news/new-report-shows-universal-distrust-in-social-media-as-a-news-source/571512/
[3] https://www.pewresearch.org/internet/2019/07/25/a-week-in-the-life-of-popular-youtube-channels/?utm_source=Pew+Research+Center&utm_campaign=c61e9aa83c-EMAIL_CAMPAIGN_2019_07_25_07_28&utm_medium=email&utm_term=0_3e953b9b70-c61e9aa83c-400235917
[2] https://www.twitch.tv/thetechnojelly
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[2] https://buff.ly/34Lwjsd
[2] https://www.pewresearch.org/internet/2017/11/29/public-comments-to-the-federal-communications-commission-about-net-neutrality-contain-many-inaccuracies-and-duplicates/
[2] https://www.pewresearch.org/follow-us/
[1] https://twitter.com/businessinsider/status/1224740398750367747
[1] https://cutt.ly/arPD9Hw

Top URLs in Tweet in G1:
[1] https://epic.org/2020/01/pew-survey-americans-support-r.html
[1] http://www.roughtype.com/?p=8755
[1] https://www.pewresearch.org/fact-tank/2019/09/03/why-survey-estimates-of-the-number-of-americans-online-dont-always-agree/
[1] https://pauldughi.com/2019/07/29/digital-divide-affects-100-million-u-s-consumers-how-your-state-stacks-up/?utm_campaign=digital-divide-affects-100-million-us-consumers-how-your-state-stacks-up&utm_medium=social_link&utm_source=missinglettr-twitter
[1] https://www.pewresearch.org/internet/2019/11/20/mobile-divides-in-emerging-economies/
[1] https://www.pewresearch.org/internet/2018/09/27/a-majority-of-teens-have-experienced-some-form-of-cyberbullying/
[1] http://ihe.art/DoXluXi
[1] https://www.pewresearch.org/internet/2017/10/19/the-future-of-truth-and-misinformation-online/
[1] http://bit.ly/2Oo2JDq
[1] https://twitter.com/businessinsider/status/1224740398750367747

Top URLs in Tweet in G2:
[2] https://www.pewresearch.org/internet/2017/11/29/public-comments-to-the-federal-communications-commission-about-net-neutrality-contain-many-inaccuracies-and-duplicates/

Top URLs in Tweet in G4:
[1] https://twitter.com/vcstar/status/1223773050002378758

Top URLs in Tweet in G7:
[5] https://www.socialmediatoday.com/news/new-report-shows-universal-distrust-in-social-media-as-a-news-source/571512/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/internet/2012/03/12/main-findings-10/

Top URLs in Tweet in G10:
[2] https://www.pewresearch.org/follow-us/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] ai
[3] internet
[2] rnchack
[1] twitch
[1] streamer
[1] videogames
[1] fps
[1] battleroyal
[1] siaworks
[1] eveonline



Top Hashtags in Tweet in G1:
[3] internet
[1] rt
[1] news
[1] tech
[1] data
[1] nsa
[1] security
[1] infosec
[1] privacy
[1] regulation

Top Hashtags in Tweet in G2:
[2] rnchack

Top Hashtags in Tweet in G3:
[1] gh

Top Hashtags in Tweet in G4:
[1] 2a

Top Words
Top Words in Tweet in Entire Graph:
[38] Words in Sentiment List#1: Positive
[26] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1860] Non-categorized Words
[1924] Total Words
[69] pew
[47] internet
[29] research
[20] center
[13] social

Top Words in Tweet in G1:
[13] pew
[9] research
[8] internet
[6] center
[5] social
[4] survey
[4] online
[4] media
[4] use
[4] theâ

Top Words in Tweet in G2:
[3] fake
[3] base
[3] google
[2] senategop
[2] rnc
[2] hack
[2] please
[2] pew
[2] #rnchack

Top Words in Tweet in G3:
[2] 10

Top Words in Tweet in G4:
[12] made
[12] 3d
[12] printer
[6] whoever
[6] needs
[6] step
[6] game
[6] rolls
[6] duct
[6] tape

Top Words in Tweet in G5:
[2] pew

Top Words in Tweet in G6:
[5] meek
[5] nicki
[5] going
[5] onda
[5] internet
[5] pew
[4] hail_zel

Top Words in Tweet in G7:
[5] report
[5] pew
[5] internet
[5] shows
[5] universal
[5] distrust
[5] social
[5] media
[5] news
[5] source

Top Words in Tweet in G9:
[4] next
[4] pew
[4] survey
[4] showing
[4] liberals
[4] correlating
[4] strongly
[4] level
[4] education
[4] see

Top Words in Tweet in G10:
[5] sign
[5] email
[5] newsletters
[5] weekly
[5] roundup
[5] pew
[5] research
[5] center
[5] content
[5] global

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[28] pew,research
[20] research,center
[12] 3d,printer
[9] social,media
[7] internet,pew
[7] pew,pew
[7] media,news
[6] whoever,made
[6] made,needs
[6] needs,step

Top Word Pairs in Tweet in G1:
[9] pew,research
[6] research,center
[3] according,pew
[3] social,media
[2] pew,survey
[2] use,internet

Top Word Pairs in Tweet in G2:
[2] rnc,hack
[2] google,#rnchack

Top Word Pairs in Tweet in G4:
[12] 3d,printer
[6] whoever,made
[6] made,needs
[6] needs,step
[6] step,3d
[6] printer,game
[6] game,made
[6] made,3d
[6] printer,rolls
[6] rolls,duct

Top Word Pairs in Tweet in G6:
[5] meek,nicki
[5] nicki,going
[5] going,onda
[5] onda,internet
[5] internet,pew
[4] hail_zel,meek

Top Word Pairs in Tweet in G7:
[5] report,pew
[5] pew,internet
[5] internet,shows
[5] shows,universal
[5] universal,distrust
[5] distrust,social
[5] social,media
[5] media,news
[5] news,source
[4] smlabto,report

Top Word Pairs in Tweet in G9:
[4] next,pew
[4] pew,survey
[4] survey,showing
[4] showing,liberals
[4] liberals,correlating
[4] correlating,strongly
[4] strongly,level
[4] level,education
[4] education,see
[4] see,paula

Top Word Pairs in Tweet in G10:
[5] sign,email
[5] email,newsletters
[5] newsletters,weekly
[5] weekly,roundup
[5] roundup,pew
[5] pew,research
[5] research,center
[5] center,content
[4] global,attitudes
[4] attitudes,internet

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@2cynical65
@hail_zel
@smlabto
@michael_merrick
@facttank
@steggy
@thetechnojelly
@pennstatesia
@pewresearch
@muckzuckerburg

Top Mentioned in G2:
@drjasonjohnson
@mushroomfeet
@mayawiley
@senategop

Top Mentioned in G3:
@d76developer
@lmccarthy222
@nathanvarni
@abcnetwork
@valentinifrank

Top Mentioned in G4:
@2cynical65

Top Mentioned in G5:
@bourgeoisalien
@twitlertwit
@jljacobson
@berniesanders

Top Mentioned in G6:
@hail_zel

Top Mentioned in G7:
@smlabto

Top Mentioned in G8:
@nothingrhymesw2
@ryanafournier
@realdonaldtrump

Top Mentioned in G9:
@michael_merrick

Top Mentioned in G10:
@facttank

Top Tweeters
Top Tweeters in Entire Graph:
@twitlertwit
@mrkalman
@muckzuckerburg
@therickwilson
@greatdismal
@bourgeoisalien
@wwmimid
@yeahcri
@okcfox
@kevinmkruse

Top Tweeters in G1:
@mrkalman
@okcfox
@mikertrice
@socialcommercet
@1290wjno
@cynicalsoda
@pauldughi1
@gemini_twintwst
@gamermihtv
@lanceschukies

Top Tweeters in G2:
@mushroomfeet
@drjasonjohnson
@mayawiley
@joycewhitevance
@senategop
@breenewsome
@nycmomma

Top Tweeters in G3:
@d76developer
@abcnetwork
@extra_cat
@nathanvarni
@lmccarthy222
@valentinifrank
@chanceara

Top Tweeters in G4:
@2cynical65
@guntruth
@raymondcarbery
@johnnyabbott14
@iandewolf
@greensteinllc

Top Tweeters in G5:
@twitlertwit
@bourgeoisalien
@jljacobson
@touiebluey
@pizzapicklespur
@berniesanders

Top Tweeters in G6:
@wwmimid
@yeahcri
@mr_kool88
@hail_zel
@chellllzzzz

Top Tweeters in G7:
@uottawaarts
@smlabto
@socmeddr
@mth_pitt
@cmnuo

Top Tweeters in G8:
@realdonaldtrump
@ryanafournier
@maadcity25
@nothingrhymesw2
@smthlkgrtness

Top Tweeters in G9:
@thestaunton
@michael_merrick
@frannyrk
@sekoorbekim

Top Tweeters in G10:
@vendrellramon
@facttank
@edgarmellado
@pewmethods


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