pew internet, Twitter, 4/30/2020 4:08:20 AM, 225854


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pew internet_2020-04-29_19-20-51.xlsx
pew internet_2020-04-29_19-20-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 30, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3bRdJCW
@michaelglflood
@robquan_
@pennfield129
@an_catherine
@thinkbtrlivebtr
@5gbarcelona
@prbirutao
@titaniumjew
@keemstar
@airrrqu0tes

Top hashtags:
#covid19
#broadband
#featuredarticle
#onlinemarketing
#guadagnoonline

Description:
Description
The graph represents a network of 95 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, 30 April 2020 at 02:20 UTC.

The requested start date was Thursday, 30 April 2020 at 00:01 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 12-day, 21-hour, 7-minute period from Thursday, 16 April 2020 at 05:55 UTC to Wednesday, 29 April 2020 at 03:02 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 : 95
Unique Edges : 68
Edges With Duplicates : 30
Total Edges : 98
Number of Edge Types : 5
Tweet : 38
Retweet : 12
MentionsInRetweet : 12
Mentions : 23
Replies to : 13
Self-Loops : 38
Reciprocated Vertex Pair Ratio : 0.0212765957446809
Reciprocated Edge Ratio : 0.0416666666666667
Connected Components : 48
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 9
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.030717
Graph Density : 0.00537513997760358
Modularity : 0.620731
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 95 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, 30 April 2020 at 02:20 UTC.

The requested start date was Thursday, 30 April 2020 at 00:01 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 12-day, 21-hour, 7-minute period from Thursday, 16 April 2020 at 05:55 UTC to Wednesday, 29 April 2020 at 03:02 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:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/23/progress-made-by-states-in-2019-is-key-to-increasing-broadband
[2] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/
[2] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/
[2] https://ibdi.it/il-chi-cosa-perche-e-come-del-digital-marketing/
[2] https://ibdi.it/fare-soldi-online-le-5-opprtunita-principali-di-vendita-online-per-qualsiasi-imprenditore/
[2] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/04/16/your-unemployment-call-could-be-answered-by-the-national-guard
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[1] https://www.pewtrusts.org/en/about/news-room/opinion/2020/04/02/federal-broadband-stimulus-should-be-guided-by-state-experience?utm_campaign=governing_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/#fn-22366-1
[1] https://www.pewresearch.org/fact-tank/2020/04/23/as-schools-shift-to-online-learning-amid-pandemic-heres-what-we-know-about-disabled-students-in-the-u-s/?utm_content=127754903&utm_medium=social&utm_source=twitter&hss_channel=tw-2394676315

Top URLs in Tweet in G1:
[2] https://www.pewresearch.org/fact-tank/2020/03/16/as-schools-close-due-to-the-coronavirus-some-u-s-students-face-a-digital-homework-gap/
[1] https://epic.org/2020/04/pew-survey-americans-avoid-int.html
[1] https://www.pewresearch.org/fact-tank/2018/09/10/about-a-quarter-of-rural-americans-say-access-to-high-speed-internet-is-a-major-problem/
[1] https://nrmedia.org/2020/04/pew-survey-americans-avoid-internet-services-to-protect-personal-data/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/fact-tank/2020/04/02/8-charts-on-internet-use-around-the-world-as-countries-grapple-with-covid-19/
[1] https://www.patreon.com/posts/meet-nina-this-36150243
[1] https://www.onlinesalesguidetip.com/pew-internet-adoption-social-media-usage-have-been-flat-since-2016/
[1] http://libraries.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] http://tweetedtimes.com/v/2113

Top URLs in Tweet in G2:
[2] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/

Top URLs in Tweet in G4:
[2] https://www.pewtrusts.org/en/research-and-analysis/articles/2020/04/23/progress-made-by-states-in-2019-is-key-to-increasing-broadband
[1] https://www.pewtrusts.org/en/about/news-room/opinion/2020/04/02/federal-broadband-stimulus-should-be-guided-by-state-experience?utm_campaign=governing_brd________&utm_source=twitter_states&utm_medium=social&utm_content=article_general____linkcard_&utm_term=___

Top URLs in Tweet in G6:
[1] http://r.socialstudio.radian6.com/f11b6569-d4b6-4053-8b11-e6222e5ba734

Top URLs in Tweet in G7:
[1] https://www.mindful.org/what-is-your-phone-doing-to-your-relationships/?fbclid=IwAR2JGLs-4py2-DgumNwNYTfR96oYntDYkzNCrgdnabOv-oG8oyR_ZoUoyms

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] covid19
[5] broadband
[2] featuredarticle
[2] onlinemarketing
[2] guadagnoonline
[2] jobless
[1] surviveware
[1] beprepared
[1] faks
[1] thelibraryisopen



Top Hashtags in Tweet in G1:
[1] zirigozagroup
[1] e
[1] marketing
[1] enkil
[1] tempotiranno
[1] midwest
[1] foodwriting
[1] journalism
[1] sponsor

Top Hashtags in Tweet in G4:
[5] broadband
[5] covid19

Top Hashtags in Tweet in G5:
[1] thelibraryisopen

Top Hashtags in Tweet in G6:
[1] 5g
[1] covid19

Top Hashtags in Tweet in G7:
[1] quarantining

Top Words
Top Words in Tweet in Entire Graph:
[46] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[1750] Non-categorized Words
[1837] Total Words
[63] pew
[59] internet
[20] research
[14] center
[11] access

Top Words in Tweet in G1:
[35] pew
[23] internet
[9] research
[6] center
[3] home
[3] households
[3] students
[2] survey
[2] americans
[2] avoid

Top Words in Tweet in G2:
[4] women
[2] more
[2] pew
[2] survey
[2] 2017
[2] especially
[2] young
[2] encounter
[2] sexualized
[2] forms

Top Words in Tweet in G4:
[7] access
[5] #broadband
[5] year
[5] #covid19
[5] need
[5] states
[4] before
[4] highlighted
[4] urgent
[4] already

Top Words in Tweet in G5:
[2] research

Top Words in Tweet in G6:
[2] internet
[2] permite
[2] confinamiento
[2] estar
[2] corriente
[2] pasa
[2] fuera
[2] nuestras
[2] casas

Top Words in Tweet in G7:
[2] cell
[2] phone

Top Words in Tweet in G9:
[3] giving
[3] away
[2] ve
[2] money
[2] cashapp
[2] last
[2] few
[2] days
[2] weeks
[2] idk

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] pew,research
[15] pew,pew
[14] research,center
[5] high,speed
[5] internet,access
[4] before,#covid19
[4] #covid19,highlighted
[4] highlighted,urgent
[4] urgent,need
[4] need,#broadband

Top Word Pairs in Tweet in G1:
[10] pew,pew
[9] pew,research
[6] research,center
[3] home,internet
[2] pew,survey
[2] survey,americans
[2] americans,avoid
[2] avoid,internet
[2] internet,services
[2] services,protect

Top Word Pairs in Tweet in G2:
[2] survey,2017
[2] women,especially
[2] especially,young
[2] encounter,sexualized
[2] sexualized,forms
[2] forms,abuse

Top Word Pairs in Tweet in G4:
[4] before,#covid19
[4] #covid19,highlighted
[4] highlighted,urgent
[4] urgent,need
[4] need,#broadband
[4] #broadband,states
[4] states,already
[4] already,taking
[4] taking,steps
[4] steps,expand

Top Word Pairs in Tweet in G6:
[2] internet,permite
[2] permite,confinamiento
[2] confinamiento,estar
[2] estar,corriente
[2] corriente,pasa
[2] pasa,fuera
[2] fuera,nuestras
[2] nuestras,casas

Top Word Pairs in Tweet in G7:
[2] cell,phone

Top Word Pairs in Tweet in G9:
[2] ve,giving
[2] giving,money
[2] money,away
[2] away,cashapp
[2] cashapp,last
[2] last,few
[2] few,days
[2] days,weeks
[2] weeks,idk
[2] idk,karma

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@an_catherine
@surviveware
@km_dewit
@pewstates
@gazewithin
@themilosloane
@misterantibully
@jayis4_jasmen
@hwborges
@eugenegu

Top Mentioned in G2:
@soapboxgirl79
@manchurcandidat
@madisonmissina
@layanaround
@janecaro

Top Mentioned in G3:
@unrigla
@jonmipol
@rpyers
@vanceulrich

Top Mentioned in G4:
@an_catherine
@km_dewit
@pewstates

Top Mentioned in G5:
@hwborges
@eugenegu
@realdonaldtrump

Top Mentioned in G6:
@5gbarcelona
@jaumevaroca
@lavanguardia

Top Mentioned in G7:
@jean_twenge
@wellbeingtrust
@studentne

Top Mentioned in G8:
@gazewithin

Top Mentioned in G9:
@keemstar
@momsbasement

Top Mentioned in G10:
@lets_dex

Top Tweeters
Top Tweeters in Entire Graph:
@lavanguardia
@jchapman1729
@electionbabe
@janecaro
@8020es
@jayis4_jasmen
@stimulintellect
@dorinileonardo
@marcherwitch
@keemstar

Top Tweeters in G1:
@jchapman1729
@8020es
@dorinileonardo
@properguide
@futa_bu
@faineg
@kalaia
@yiskaschwizzle
@deuceohsixx
@suzeteee

Top Tweeters in G2:
@janecaro
@michaelglflood
@madisonmissina
@manchurcandidat
@soapboxgirl79
@layanaround
@adammcl52219660
@airrrqu0tes

Top Tweeters in G3:
@electionbabe
@jonmipol
@rpyers
@vanceulrich
@unrigla
@robquan_

Top Tweeters in G4:
@pewstates
@mikewickline
@an_catherine
@gwdc
@km_dewit

Top Tweeters in G5:
@realdonaldtrump
@eugenegu
@jimjohn52632783
@pennfield129
@hwborges

Top Tweeters in G6:
@lavanguardia
@jaumevaroca
@5gbarcelona
@mmmnnmm9

Top Tweeters in G7:
@jean_twenge
@wellbeingtrust
@thinkbtrlivebtr
@studentne

Top Tweeters in G8:
@addison396
@titaniumjew
@gazewithin

Top Tweeters in G9:
@keemstar
@pew_lord
@momsbasement

Top Tweeters in G10:
@lets_dex
@pew_andy
@prbirutao


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