pew internet, Twitter, 1/28/2021 3:34:16 AM, 246669


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pew internet_2021-01-27_19-25-04.xlsx
pew internet_2021-01-27_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 28, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3ae1JvR
@digiphile
@danieljkelley
@pewtrusts
@dave_bradders
@spaceboydonovan
@kerbalcaptain
@pedro_pew_pew
@netbacker
@stop_degeneracy
@saythatagane

Top hashtags:
#pew
#tech
#democracy
#laserbeams
#curiosidades
#apexlegends

Description:
Description
The graph represents a network of 130 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, 28 January 2021 at 03:25 UTC.

The requested start date was Thursday, 28 January 2021 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 13-day, 21-hour, 10-minute period from Thursday, 14 January 2021 at 01:34 UTC to Wednesday, 27 January 2021 at 22:44 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 : 130
Unique Edges : 92
Edges With Duplicates : 43
Total Edges : 135
Number of Edge Types : 5
Replies to : 22
Tweet : 44
Retweet : 18
MentionsInRetweet : 25
Mentions : 26
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.0428571428571429
Reciprocated Edge Ratio : 0.0821917808219178
Connected Components : 66
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 6
Maximum Edges in a Connected Component : 14
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.895028
Graph Density : 0.00435301132975552
Modularity : 0.630069
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 130 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, 28 January 2021 at 03:25 UTC.

The requested start date was Thursday, 28 January 2021 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 13-day, 21-hour, 10-minute period from Thursday, 14 January 2021 at 01:34 UTC to Wednesday, 27 January 2021 at 22:44 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/2021/01/13/the-state-of-online-harassment/
[4] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation
[1] https://www.twitch.tv/obsidianclaws
[1] https://www.thestar.com.my/tech/tech-news/2021/01/27/a-project-using-light-beams-to-deliver-high-speed-internet-could-change-millions-of-lives
[1] https://www.pewresearch.org/internet/2017/07/11/experiencing-online-harassment/
[1] https://kakiewrites.wordpress.com/2019/06/26/pew-internet-social-media-demographics/
[1] https://www.pewresearch.org/internet/2016/05/19/on-demand-ride-hailing-apps/
[1] https://www.pewresearch.org/internet/quiz/digital-knowledge-quiz/
[1] https://en.m.wikipedia.org/wiki/.500_S&W_Magnum

Top URLs in Tweet in G1:
[3] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://baker-creative.com/
[1] https://www.twitch.tv/vectorparsel
[1] https://www.pewresearch.org/internet/2017/05/17/barriers-to-adoption-and-attitudes-towards-technology/
[1] https://www.twitch.tv/littlepiggles
[1] https://www.pewresearch.org/internet/2018/04/17/concerns-about-the-future-of-peoples-well-being/
[1] https://www.pewresearch.org/internet/2018/06/28/public-attitudes-toward-technology-companies/
[1] https://www.pewresearch.org/internet/chart/social-media-users-over-time-by-educational-attainment/
[1] https://www.pewtrusts.org/en/trust/archive/fall-2020/americans-who-get-news-mainly-on-social-media-are-less-knowledgeable-and-less-engaged

Top URLs in Tweet in G2:
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/09/22/states-of-innovation
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/05/29/whos-not-online-in-america-today

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top URLs in Tweet in G4:
[1] https://www.washingtonpost.com/opinions/2021/01/13/three-steps-help-treat-americas-debilitating-information-disorder/
[1] http://radar.oreilly.com/2011/01/pew-internet-platform.html

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/2017/07/11/experiencing-online-harassment/

Top URLs in Tweet in G7:
[1] https://twitter.com/wewearblackpod/status/1352284842294194176

Top URLs in Tweet in G10:
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/12/08/what-covid-19-underscores-about-how-broadband-connectivity-affects-educational-attainment?utm_campaign=governing_brd_infrastructure_______&utm_source=twitter_states&utm_medium=social&utm_content=article_necessity____linkcard_&utm_term=problem

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2] pew
[2] tech
[2] democracy
[1] laserbeams
[1] curiosidades
[1] apexlegends
[1] destiny2
[1] twitchaffiliate
[1] smallstreamer
[1] twitchtv



Top Hashtags in Tweet in G1:
[1] onlineharassment
[1] onlineharrasment
[1] cyberbulling
[1] apexlegends
[1] destiny2
[1] twitchaffiliate
[1] smallstreamer
[1] twitchtv
[1] curiosidades
[1] laserbeams

Top Hashtags in Tweet in G2:
[1] internet

Top Words
Top Words in Tweet in Entire Graph:
[92] pew
[59] internet
[23] online
[22] research
[22] harassment
[13] fart
[11] marketing
[10] center
[10] diarrhea
[8] social

Top Words in Tweet in G1:
[48] pew
[26] internet
[15] research
[13] fart
[11] marketing
[10] diarrhea
[8] turd
[8] harassment
[8] center
[7] online

Top Words in Tweet in G2:
[5] pewtrusts
[4] high
[4] speed
[4] internet
[4] comprehensive
[4] approach
[4] states
[4] innovation
[3] apritchett_al
[3] rob

Top Words in Tweet in G3:
[7] harassment
[6] online
[5] pew
[5] updates
[5] survey
[5] hate
[5] first
[5] time
[5] 2017
[5] finding

Top Words in Tweet in G4:
[3] humans
[3] online
[3] always
[3] life
[3] reform
[3] rebuild
[3] redesign
[3] internet
[3] social
[3] media

Top Words in Tweet in G5:
[2] men
[2] experience
[2] harassment
[2] women

Top Words in Tweet in G7:
[3] pew
[2] last
[2] night
[2] broke
[2] internet
[2] less
[2] 24
[2] hours
[2] later
[2] ve

Top Words in Tweet in G8:
[2] church

Top Words in Tweet in G9:
[3] gen

Top Words in Tweet in G10:
[4] students
[4] home
[4] internet
[4] access
[2] limited
[2] lower
[2] overall
[2] gpas
[2] fast

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[19] pew,pew
[19] pew,research
[12] online,harassment
[10] research,center
[7] internet,marketing
[6] according,pew
[6] social,media
[6] dog,poo
[6] pew,updates
[5] go,pew

Top Word Pairs in Tweet in G1:
[14] pew,research
[8] pew,pew
[8] research,center
[7] internet,marketing
[6] dog,poo
[6] online,harassment
[4] marketing,deep
[4] deep,learning
[3] clown,beavis
[3] beavis,fart

Top Word Pairs in Tweet in G2:
[4] high,speed
[4] speed,internet
[4] internet,comprehensive
[4] comprehensive,approach
[4] approach,states
[4] states,innovation
[4] innovation,pewtrusts
[3] apritchett_al,high
[3] pewtrusts,rob

Top Word Pairs in Tweet in G3:
[5] pew,updates
[5] updates,survey
[5] survey,online
[5] online,hate
[5] hate,harassment
[5] harassment,first
[5] first,time
[5] time,2017
[5] 2017,finding
[5] finding,level

Top Word Pairs in Tweet in G4:
[3] humans,online
[3] online,always
[3] always,life
[3] life,reform
[3] reform,rebuild
[3] rebuild,redesign
[3] redesign,internet
[3] internet,social
[3] social,media
[2] digiphile,humans

Top Word Pairs in Tweet in G7:
[2] last,night
[2] night,broke
[2] broke,internet
[2] internet,less
[2] less,24
[2] 24,hours
[2] hours,later
[2] later,ve
[2] ve,broken
[2] broken,top

Top Word Pairs in Tweet in G10:
[4] home,internet
[4] internet,access
[2] students,limited
[2] limited,home
[2] access,lower
[2] lower,overall
[2] overall,gpas
[2] gpas,students
[2] students,fast
[2] fast,home

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@danieljkelley
@apritchett_al
@rob
@clawsgames
@pewresearch
@digiphile
@ward4aaron
@kirstengoa

Top Mentioned in G1:

Top Mentioned in G2:
@pewtrusts
@apritchett_al
@rob
@robynhyden

Top Mentioned in G3:
@danieljkelley

Top Mentioned in G4:
@digiphile
@cshirky
@ajkeen

Top Mentioned in G5:
@ward4aaron
@kirstengoa

Top Mentioned in G6:
@nseven50082849
@humanoexistir

Top Mentioned in G7:
@dave_bradders
@iamsophiek
@yasminesummanx
@alyxholcombe

Top Mentioned in G8:
@oz_dkmedic123
@lisamarieboothe

Top Mentioned in G9:
@atypicaljoshua
@agentgojirarp

Top Mentioned in G10:
@pewstates
@quellocenter
@jm_bauer

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@netbacker
@babbyunie
@artificialbra1n
@korytellers
@uberfactsebooks
@digiphile
@bernaldodquiros
@michigandery
@problmmm

Top Tweeters in G1:
@jchapman1729
@babbyunie
@artificialbra1n
@uberfactsebooks
@bernaldodquiros
@problmmm
@startechmy
@discriminantbot
@kosik2061
@kakief

Top Tweeters in G2:
@pewtrusts
@datumferrett
@apritchett_al
@robynhyden
@akaaki157
@rob

Top Tweeters in G3:
@willkeenan
@jessedamiani
@danieljkelley
@drkowert
@dengarsw

Top Tweeters in G4:
@digiphile
@archivesmaarja
@ajkeen
@cshirky
@jasonaut

Top Tweeters in G5:
@kirstengoa
@angeegabs
@kerbalcaptain
@ward4aaron

Top Tweeters in G6:
@nseven50082849
@pedro_pew_pew
@luqaesi
@humanoexistir

Top Tweeters in G7:
@alyxholcombe
@iamsophiek
@yasminesummanx
@dave_bradders

Top Tweeters in G8:
@netbacker
@lisamarieboothe
@oz_dkmedic123
@lee74833506

Top Tweeters in G9:
@beifongsss
@atypicaljoshua
@agentgojirarp
@spaceboydonovan

Top Tweeters in G10:
@pewstates
@fauhs_research
@quellocenter
@jm_bauer