pew internet, Twitter, 11/15/2019 3:19:07 PM, 216519


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pew internet_2019-11-15_07-16-21.xlsx
pew internet_2019-11-15_07-16-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 15, 2019
Short Description:
pew internet via NodeXL http://bit.ly/2KrkSOC
@wonderbitchtoo
@henri_pew
@pew_pew_laser
@womocjos005
@senjalarsen
@facttank
@yesun_uofutah
@pewresearch
@pew_it
@chubsdafondler

Top hashtags:
#internet
#digital
#pew
#asistentesvirtuales
#future
#knowledge
#bibliotecas

Description:
Description
The graph represents a network of 217 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, 15 November 2019 at 15:16 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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 13-day, 17-hour, 59-minute period from Friday, 01 November 2019 at 02:51 UTC to Thursday, 14 November 2019 at 20:51 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 : 217
Unique Edges : 199
Edges With Duplicates : 19
Total Edges : 218
Number of Edge Types : 3
Tweet : 67
Replies to : 28
Mentions : 123
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.00699300699300699
Reciprocated Edge Ratio : 0.0138888888888889
Connected Components : 82
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 52
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.894705
Graph Density : 0.00307219662058372
Modularity : 0.728295
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 217 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, 15 November 2019 at 15:16 UTC.

The requested start date was Friday, 15 November 2019 at 01:01 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 13-day, 17-hour, 59-minute period from Friday, 01 November 2019 at 02:51 UTC to Thursday, 14 November 2019 at 20:51 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://www.pewinternet.org/2019/10/28/
[7] https://www.pewresearch.org/internet/interactives/online-romance/
[4] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[4] https://www.pewresearch.org/internet/2019/10/28/shareable-quotes-from-experts-about-the-next-50-years-of-digital-life/
[3] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[2] https://www.pewresearch.org/follow-us/
[2] https://www.pewresearch.org/internet/2019/10/28/themes-about-the-next-50-years-of-life-online/
[1] https://twitter.com/JenniferJowsey/status/1195025556439523330
[1] https://www.pewresearch.org/methods/2017/03/31/are-telephone-polls-understating-support-for-trump/
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/

Top URLs in Tweet in G2:
[4] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life/
[2] https://www.pewresearch.org/internet/2019/10/28/themes-about-the-next-50-years-of-life-online/
[2] https://www.pewresearch.org/internet/2019/10/28/shareable-quotes-from-experts-about-the-next-50-years-of-digital-life/
[2] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[1] https://epicpew.com/priest-busts-a-move-with-high-school-dance-team-watch/
[1] https://www.pewresearch.org/internet/2019/10/28/experts-optimistic-about-the-next-50-years-of-digital-life
[1] https://www.yahoo.com/lifestyle/pew-30-u-adults-dont-135939094.html?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewinternet.org/wp-content/uploads/sites/9/2019/10/PI_2019.10.28_The-Next-50-Years-of-Digital-Life_FINAL.pdf
[1] https://www.pewinternet.org/?post_type=quiz&p=22953
[1] https://www.pewresearch.org/internet/2009/04/15/the-internets-role-in-campaign-2008/

Top URLs in Tweet in G3:
[1] https://twitter.com/coolnicefella/status/1190797416485838848

Top URLs in Tweet in G4:
[2] https://www.pewresearch.org/follow-us/
[1] https://www.pewresearch.org/internet/quiz/digital-knowledge-quiz/
[1] https://cdait.gatech.edu/wednesday-october-30-2019-according-new-pew-research-center-report-experts-optimistic-about-next-50

Top URLs in Tweet in G5:
[1] https://techcrunch.com/2019/06/11/internet-trends-report-2019/
[1] https://www.pewresearch.org/internet/2018/07/11/public-attitudes-toward-political-engagement-on-social-media/

Top URLs in Tweet in G6:
[1] https://onlinelibrary.wiley.com/doi/full/10.1111/hex.12398?cookieSet=1

Top URLs in Tweet in G8:
[1] https://www.circlevilleherald.com/community/rural-businesses-in-ohio-face-limited-broadband-access/article_d244f3c9-da94-57f9-99c7-8bc209c0e114.html

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] internet
[2] digital
[2] pew
[2] asistentesvirtuales
[1] future
[1] knowledge
[1] bibliotecas
[1] standupforwonho
[1] 쓰기_전에_생각해주세요
[1] geography



Top Hashtags in Tweet in G2:
[1] pew
[1] internet
[1] digitalmed
[1] digitalhealth
[1] tlchat
[1] hypocrites
[1] digital
[1] pewresearch
[1] technology
[1] nsgc19

Top Hashtags in Tweet in G4:
[1] digital
[1] knowledge
[1] pew
[1] digitallife
[1] cdait

Top Words
Top Words in Tweet in Entire Graph:
[73] Words in Sentiment List#1: Positive
[64] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[3399] Non-categorized Words
[3536] Total Words
[116] pew
[83] internet
[67] research
[44] center
[24] new

Top Words in Tweet in G2:
[50] pew
[29] research
[25] internet
[25] center
[13] digital
[11] next
[11] 50
[11] years
[10] life
[7] use

Top Words in Tweet in G3:
[11] internet
[5] heywildrich
[4] encourage
[4] pew_pew_laser
[3] people
[3] fuck
[3] readkaczynski
[3] white
[2] out
[2] start

Top Words in Tweet in G4:
[17] ðÿ
[8] new
[8] center
[7] sign
[7] up
[7] here
[7] email
[7] newsletters
[7] weekly
[7] roundup

Top Words in Tweet in G5:
[2] annakarismo

Top Words in Tweet in G6:
[2] health

Top Words in Tweet in G8:
[3] internet
[2] asteadwesley
[2] followers
[2] sociopathic
[2] abusive
[2] bullies
[2] beaten
[2] broadband
[2] huge
[2] issue

Top Words in Tweet in G9:
[5] computer
[4] 24
[4] million
[4] people
[4] donâ
[4] t
[4] high
[4] speed
[4] internet
[4] u

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[64] pew,research
[43] research,center
[21] new,pew
[18] pew,pew
[16] next,50
[16] 50,years
[11] digital,life
[9] years,digital
[9] life,pew
[7] social,media

Top Word Pairs in Tweet in G2:
[27] pew,research
[25] research,center
[11] next,50
[11] 50,years
[8] pew,pew
[7] years,digital
[7] digital,life
[7] life,pew
[5] experts,optimistic
[5] optimistic,next

Top Word Pairs in Tweet in G3:
[3] heywildrich,readkaczynski
[2] leftist,plan
[2] plan,save
[2] save,minorities
[2] minorities,encourage
[2] encourage,hypersexual
[2] hypersexual,identity
[2] identity,formation
[2] formation,encourage
[2] encourage,single

Top Word Pairs in Tweet in G4:
[7] sign,up
[7] up,here
[7] here,email
[7] email,newsletters
[7] weekly,roundup
[7] roundup,new
[7] new,pew
[7] pew,research
[7] research,center
[7] center,content

Top Word Pairs in Tweet in G8:
[2] asteadwesley,followers
[2] followers,sociopathic
[2] sociopathic,abusive
[2] abusive,bullies
[2] bullies,internet
[2] internet,beaten
[2] broadband,huge
[2] huge,issue
[2] issue,rural
[2] rural,ohio

Top Word Pairs in Tweet in G9:
[4] 24,million
[4] million,people
[4] people,donâ
[4] donâ,t
[4] t,high
[4] high,speed
[4] speed,internet
[4] internet,u
[4] u,s
[4] s,20

Top Replied-To
Top Replied-To in Entire Graph:
@heywildrich
@pew_pew_laser
@bobflederer
@heyskid
@thatraggedybih
@garylundstedt
@dailykaffee
@cnspeckhardt
@tenaciouse5
@asteadwesley

Top Replied-To in G1:
@letsmakanewdeal

Top Replied-To in G3:
@heywildrich
@pew_pew_laser
@dizardthunder
@optlcs__check
@cernthe
@seek_kyle

Top Replied-To in G5:
@annakarismo

Top Replied-To in G6:
@devongreyson

Top Replied-To in G7:
@nflonfox

Top Replied-To in G8:
@asteadwesley

Top Replied-To in G10:
@swolldan_

Top Mentioned
Top Mentioned in Entire Graph:
@facttank
@chubsdafondler
@readkaczynski
@pewresearch
@rat_liker
@heywildrich
@oprotectorat
@pew_pew_laser
@positivelykatie
@michael_drj

Top Mentioned in G1:
@taznum8
@jenniferrg0
@sardonicieftist
@emirsejdik
@dj1028_jean
@veritas1012
@reginaa1981
@ellahbie
@smileyt22
@yomomsmokemid

Top Mentioned in G3:
@readkaczynski
@heywildrich
@pew_pew_laser
@positivelykatie
@michael_drj
@parcomollos
@chodybromo
@thedayofanger
@citybureaucrat
@hhhgroyp

Top Mentioned in G4:
@facttank
@pewresearch

Top Mentioned in G5:
@hagelinheidi
@juhaitkonen
@mikkohau
@anupeltola22
@janiturku
@yleuutiset

Top Mentioned in G6:
@susannahfox
@pewinternet
@bradhesse
@thenci
@vjrideout

Top Mentioned in G7:
@vikings
@dalvincook
@dallascowboys
@ezekielelliott

Top Mentioned in G8:
@shuboogie
@asteadwesley
@dc_dewitt

Top Mentioned in G9:
@chubsdafondler

Top Mentioned in G10:
@zakman86
@ingrathismtg

Top Tweeters
Top Tweeters in Entire Graph:
@pwm62
@shuboogie
@smileyt22
@dylanhunt2017
@supareaper
@truthtotweet
@muckzuckerburg
@pelosisquadfive
@internet_threat
@yleuutiset

Top Tweeters in G1:
@pwm62
@smileyt22
@supareaper
@pelosisquadfive
@fisherburton
@todmoore3
@piatfernandez
@omarthewonder
@wonderbitchtoo
@reginaa1981

Top Tweeters in G2:
@muckzuckerburg
@derickson
@coolgrey
@jenfoolery
@sinsweetyescort
@medgizmo
@cshl1
@amyparalegal7
@realdrothschild
@trishcarey

Top Tweeters in G3:
@outsider__14
@citybureaucrat
@womocjos005
@dizardthunder
@readkaczynski
@heywildrich
@chodybromo
@optlcs__check
@parcomollos
@pew_pew_laser

Top Tweeters in G4:
@dylanhunt2017
@nicolekowalski5
@pewresearch
@facttank
@iafadh
@iam_humphrey
@jarrydgonzales
@cacpgt

Top Tweeters in G5:
@yleuutiset
@janiturku
@anupeltola22
@senjalarsen
@hagelinheidi
@juhaitkonen
@annakarismo
@mikkohau

Top Tweeters in G6:
@susannahfox
@pewinternet
@thenci
@devongreyson
@vjrideout
@yesun_uofutah
@bradhesse

Top Tweeters in G7:
@dallascowboys
@nflonfox
@vikings
@ezekielelliott
@dalvincook
@pew_it

Top Tweeters in G8:
@shuboogie
@henri_pew
@asteadwesley
@dc_dewitt

Top Tweeters in G9:
@lilabobina
@darksidetaino
@chubsdafondler
@itsremiib

Top Tweeters in G10:
@swolldan_
@ingrathismtg
@zakman86
@bottsthoughts


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