pew internet, Twitter, 9/24/2020 2:55:32 AM, 235854


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pew internet_2020-09-23_19-28-24.xlsx
pew internet_2020-09-23_19-28-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 24, 2020
Short Description:
pew internet via NodeXL https://bit.ly/3cp8zz6
@itsdanbull
@pewstates
@texastipi
@jmpereira61
@technolibrary
@pewinternet
@plevy
@cliodunn
@shanepearson
@since18fifty4

Top hashtags:
#biden
#cil
#internet
#covid19
#díadelavisibilidadbisexual

Description:
Description
The graph represents a network of 150 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, 24 September 2020 at 02:28 UTC.

The requested start date was Thursday, 24 September 2020 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 12-day, 23-hour, 12-minute period from Thursday, 10 September 2020 at 14:03 UTC to Wednesday, 23 September 2020 at 13:15 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 : 150
Unique Edges : 104
Edges With Duplicates : 96
Total Edges : 200
Number of Edge Types : 5
Retweet : 46
MentionsInRetweet : 67
Tweet : 27
Replies to : 21
Mentions : 39
Self-Loops : 27
Reciprocated Vertex Pair Ratio : 0.0327868852459016
Reciprocated Edge Ratio : 0.0634920634920635
Connected Components : 49
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 11
Maximum Edges in a Connected Component : 28
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.418136
Graph Density : 0.00563758389261745
Modularity : 0.64595
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 150 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, 24 September 2020 at 02:28 UTC.

The requested start date was Thursday, 24 September 2020 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 12-day, 23-hour, 12-minute period from Thursday, 10 September 2020 at 14:03 UTC to Wednesday, 23 September 2020 at 13:15 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.vox.com/recode/2020/9/10/21426810/internet-access-covid-19-chattanooga-municipal-broadband-fcc
[2] https://www.pewresearch.org/fact-tank/2020/04/02/8-charts-on-internet-use-around-the-world-as-countries-grapple-with-covid-19/
[2] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[2] 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-methodology/
[1] https://www.twitch.tv/Ramorgi
[1] https://amp.economist.com/international/2020/08/08/how-the-internet-is-changing-the-experience-of-coming-out
[1] https://www.pewinternet.org/2014/10/22/online-harassment
[1] https://www.pewinternet.org/2017/07/11/experiencing-online-harassment/
[1] https://www.pewinternet.org/2014/10/22/online-harassment/

Top URLs in Tweet in G1:
[1] https://twitter.com/txtdrberseragam/status/1303972356163907584
[1] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[1] https://twitch.tv/apryze
[1] https://www.pewinternet.org/2014/10/22/online-harassment
[1] https://www.vox.com/recode/2020/9/10/21426810/internet-access-covid-19-chattanooga-municipal-broadband-fcc

Top URLs in Tweet in G3:
[1] https://www.facebook.com/events/324891991946889

Top URLs in Tweet in G4:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2020/09/17/momentum-for-basic-income-builds-as-pandemic-drags-on?utm_campaign=financeandeconomy_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___quote

Top URLs in Tweet in G5:
[2] 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://twitter.com/plevy/status/1307493971275415553

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere-methodology/

Top URLs in Tweet in G8:
[1] https://www.twitch.tv/Ramorgi

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

Top Domains
Top Domains in Tweet in Entire Graph:
[10] pewresearch.org
[3] pewinternet.org
[3] twitter.com
[2] vox.com
[2] twitch.tv
[1] economist.com
[1] cbsnews.com
[1] pewtrusts.org
[1] facebook.com

Top Domains in Tweet in G1:
[1] twitter.com
[1] pewresearch.org
[1] twitch.tv
[1] pewinternet.org
[1] vox.com

Top Domains in Tweet in G3:
[1] facebook.com

Top Domains in Tweet in G4:
[1] pewtrusts.org

Top Domains in Tweet in G5:
[2] pewresearch.org
[1] twitter.com

Top Domains in Tweet in G6:
[1] pewresearch.org

Top Domains in Tweet in G7:
[1] pewresearch.org

Top Domains in Tweet in G8:
[1] twitch.tv

Top Domains in Tweet in G9:
[1] pewresearch.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] biden
[2] cil
[2] internet
[2] covid19
[1] díadelavisibilidadbisexual
[1] díainternacionaldelabisexualidad
[1] ruralinternet
[1] ruralbroadband
[1] cilandilconnect
[1] mstdn



Top Hashtags in Tweet in G1:
[1] mobilefriendly
[1] seoconversion
[1] mstdn
[1] ruralinternet
[1] ruralbroadband

Top Hashtags in Tweet in G3:
[2] cil
[1] ut
[1] covid19
[1] pewresearch

Top Hashtags in Tweet in G5:
[2] internet

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[85] pew
[76] internet
[37] research
[15] people
[13] go
[12] well
[11] kids
[11] back
[11] watching
[11] tv

Top Words in Tweet in G1:
[21] pew
[14] internet
[10] research
[4] online
[4] marketing
[3] 2019
[3] center
[3] 000
[2] use
[2] bahwa

Top Words in Tweet in G2:
[11] kids
[11] go
[11] back
[11] watching
[11] tv
[11] once
[11] novelty
[11] internet
[11] wears
[11] mark

Top Words in Tweet in G3:
[5] internet
[4] technology
[3] libconf
[3] lee
[3] rainie
[3] pew
[3] research
[2] pewinternet
[2] big
[2] upsurge

Top Words in Tweet in G4:
[9] started
[9] talking
[9] frankly
[9] white
[9] papers
[9] intellectual
[9] debates
[9] margins
[9] internet
[8] pewstates

Top Words in Tweet in G5:
[9] internet
[8] uso
[4] pew
[4] análisis
[4] centra
[4] redes
[4] sociales
[4] teléfonos
[4] móviles
[4] 34

Top Words in Tweet in G6:
[6] alisonbaker01
[6] brun0_t0mas
[6] bbolander
[6] pew
[6] research
[6] discussed
[6] ongoing
[6] reports
[6] digital
[6] divide

Top Words in Tweet in G8:
[3] join
[3] today
[3] animalroyale
[3] deadbybhvr
[3] start
[3] pew
[3] pews
[3] before
[3] switching
[3] over

Top Words in Tweet in G10:
[2] went
[2] called

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[32] pew,research
[16] pew,pew
[11] kids,go
[11] go,back
[11] back,watching
[11] watching,tv
[11] tv,once
[11] once,novelty
[11] novelty,internet
[11] internet,wears

Top Word Pairs in Tweet in G1:
[9] pew,research
[4] pew,pew
[3] research,center
[2] pew,internet
[2] internet,marketing

Top Word Pairs in Tweet in G2:
[11] kids,go
[11] go,back
[11] back,watching
[11] watching,tv
[11] tv,once
[11] once,novelty
[11] novelty,internet
[11] internet,wears
[11] wears,mark
[11] mark,words

Top Word Pairs in Tweet in G3:
[3] lee,rainie
[3] pew,internet
[2] big,upsurge
[2] upsurge,many
[2] many,americans
[2] americans,conversations
[2] conversations,race
[2] race,last
[2] last,month
[2] month,pew

Top Word Pairs in Tweet in G4:
[9] started,talking
[9] talking,frankly
[9] frankly,white
[9] white,papers
[9] papers,intellectual
[9] intellectual,debates
[9] debates,margins
[9] margins,internet
[8] pewstates,started

Top Word Pairs in Tweet in G5:
[8] uso,internet
[4] análisis,centra
[4] centra,uso
[4] internet,redes
[4] redes,sociales
[4] sociales,teléfonos
[4] teléfonos,móviles
[4] móviles,34
[4] 34,países
[4] países,uso

Top Word Pairs in Tweet in G6:
[6] alisonbaker01,brun0_t0mas
[6] brun0_t0mas,bbolander
[6] bbolander,pew
[6] pew,research
[6] research,discussed
[6] discussed,ongoing
[6] ongoing,reports
[6] reports,digital
[6] digital,divide
[6] divide,many

Top Word Pairs in Tweet in G8:
[3] join,today
[3] today,animalroyale
[3] animalroyale,deadbybhvr
[3] deadbybhvr,start
[3] start,pew
[3] pew,pews
[3] pews,before
[3] before,switching
[3] switching,over
[3] over,running

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@itsdanbull
@pewstates
@brun0_t0mas
@bbolander
@ajkandy
@alisonbaker01
@libconf
@animalroyale
@deadbybhvr
@typicalstina

Top Mentioned in G2:
@itsdanbull

Top Mentioned in G3:
@libconf
@pewinternet
@rrodgers
@technolibrary
@utaustin
@utexasmoody
@utischool
@austinforum
@texastipi

Top Mentioned in G4:
@pewstates
@economicsecproj
@nataliefoster

Top Mentioned in G5:
@jmpereira61
@plevy
@marioemorales
@carlosoyave
@acicomcolombia
@afacomco

Top Mentioned in G6:
@brun0_t0mas
@bbolander
@ajkandy
@alisonbaker01

Top Mentioned in G7:
@just_renear
@jenn_yildiz
@patresister
@rogerasalways

Top Mentioned in G8:
@animalroyale
@deadbybhvr
@ramorgi

Top Mentioned in G9:
@radicalbarks
@disgraceofa
@mtracey

Top Mentioned in G10:
@rryancc
@seanhannity

Top Tweeters
Top Tweeters in Entire Graph:
@atviassist
@emccoy_writer
@myloc_tracker
@balihai2
@robin5362
@jennygadget
@popsugar
@voter1vote
@uberfactsebooks
@germantwitchsup

Top Tweeters in G1:
@uberfactsebooks
@exksmc
@ourladysknight
@thoughtfulnz
@tpdmagic
@muckzuckerburg
@veganhatebreed
@tekamakii
@jrw_in_the_keys
@vpelligra

Top Tweeters in G2:
@itsdanbull
@xonxinxun
@ashtinlarold
@gallaetha_matt
@the_azalan
@shendoodles
@liex59
@shayblade104
@bentwe7
@chrisg_7217

Top Tweeters in G3:
@technolibrary
@utaustin
@pewinternet
@rrodgers
@libconf
@utexasmoody
@austinforum
@utischool
@texastipi
@essayfox

Top Tweeters in G4:
@pewstates
@dorianwarren
@ameya_pawar_il
@iamharishipatel
@nataliefoster
@inro12
@taylorjo
@economicsecproj
@econsecureil
@sparkpoint

Top Tweeters in G5:
@mdrechsler
@plevy
@marioemorales
@edovillamizar
@jmpereira61
@afacomco
@carlosoyave
@pmagrass
@acicomcolombia

Top Tweeters in G6:
@emccoy_writer
@jennygadget
@bbolander
@starbroken1980
@ajkandy
@tesfangirrl
@thrashdrag
@alisonbaker01
@brun0_t0mas

Top Tweeters in G7:
@docatcdi
@cliodunn
@just_renear
@rogerasalways
@patresister
@jenn_yildiz

Top Tweeters in G8:
@lucamation
@ramorgi
@cookiechip54
@deadbybhvr
@animalroyale

Top Tweeters in G9:
@mtracey
@aa7ya
@radicalbarks
@shanepearson
@disgraceofa

Top Tweeters in G10:
@seanhannity
@rryancc
@blackwidowbc
@since18fifty4