pew internet, Twitter, 2/11/2021 9:23:05 AM, 247481


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pew internet_2021-02-10_19-25-04.xlsx
pew internet_2021-02-10_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3abWvC5
@pewtrusts
@mollybrown28
@allanschmidt
@pewstates
@nicejewishmama
@digiphile
@gamesofshitpost
@duderinoabiding
@bruno88133977
@shmeed22

Top hashtags:
#digitalhealth
#internet
#healthinnovation
#dnd
#ttrpg
#scifi

Description:
Description
The graph represents a network of 100 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, 11 February 2021 at 03:25 UTC.

The requested start date was Thursday, 11 February 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, 16-hour, 49-minute period from Thursday, 28 January 2021 at 03:45 UTC to Wednesday, 10 February 2021 at 20:34 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 : 100
Unique Edges : 66
Edges With Duplicates : 36
Total Edges : 102
Number of Edge Types : 5
Retweet : 17
MentionsInRetweet : 21
Mentions : 21
Tweet : 23
Replies to : 20
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0166666666666667
Reciprocated Edge Ratio : 0.0327868852459016
Connected Components : 45
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 13
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 0.947368
Graph Density : 0.00616161616161616
Modularity : 0.675533
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 100 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, 11 February 2021 at 03:25 UTC.

The requested start date was Thursday, 11 February 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, 16-hour, 49-minute period from Thursday, 28 January 2021 at 03:45 UTC to Wednesday, 10 February 2021 at 20:34 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:
[3] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[2] https://www.twitch.tv/littlepiggles
[2] https://www.twitch.tv/RyanTheH
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/10/vaccine-signups-cater-to-the-tech-savvy-leaving-out-many?utm_campaign=health_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___quote
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/10/vaccine-signups-cater-to-the-tech-savvy-leaving-out-many
[1] https://www.pewresearch.org/internet/2018/03/01/social-media-use-in-2018/
[1] https://cubasi.cu/es/noticia/el-68-de-los-estadounidenses-cree-que-su-informacion-no-es-segura
[1] https://www.pewresearch.org/internet/2017/01/26/americans-and-cybersecurity/
[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:
[2] https://www.twitch.tv/littlepiggles
[1] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/?utm_content=152537018&utm_medium=social&utm_source=twitter&hss_channel=tw-778522496731586560
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/01/19/how-local-leaders-are-expanding-broadband-access
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://www.bigfishlocal.org/solutions/socialfish/
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://www.pewresearch.org/internet/2017/01/26/americans-and-cybersecurity/
[1] https://cubasi.cu/es/noticia/el-68-de-los-estadounidenses-cree-que-su-informacion-no-es-segura
[1] https://www.pewresearch.org/internet/2018/03/01/social-media-use-in-2018/
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/10/vaccine-signups-cater-to-the-tech-savvy-leaving-out-many

Top URLs in Tweet in G2:
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2020/11/states-tap-federal-cares-act-to-expand-broadband?utm_campaign=governing_brd_usstatepolicy__covid_____&utm_source=twitter_trusts&utm_medium=social&utm_content=issuebrief_necessity____linkcard_&utm_term=___datapoint

Top URLs in Tweet in G4:
[1] https://www.pewtrusts.org/en/research-and-analysis/blogs/stateline/2021/02/10/vaccine-signups-cater-to-the-tech-savvy-leaving-out-many?utm_campaign=health_stl___covid_____&utm_source=twitter_states&utm_medium=social&utm_content=statelinearticle_general____linkcard_&utm_term=___quote

Top URLs in Tweet in G6:
[1] https://www.pewinternet.org/2017/07/11/experiencing-online-harassment/
[1] https://www.pewinternet.org/2014/10/22/online-harassment/
[1] https://www.dagbladet.no/2014/11/22/kultur/meninger/ideer/lordagskommentaren/helgekommentaren/36371391
[1] https://reelligestilling.dk/maend-udsaettes-oftere-for-nethad-end-kvinder/
[1] https://www.researchgate.net/publication/334805545_Silencing_Women_Gender_and_Online_Harassment

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3] digitalhealth
[2] internet
[2] healthinnovation
[1] dnd
[1] ttrpg
[1] scifi
[1] travellerrpg
[1] savageworlds
[1] authors
[1] socialmedia



Top Hashtags in Tweet in G1:
[3] digitalhealth
[2] internet
[2] healthinnovation
[1] dataprivacyday
[1] broadband
[1] harassment
[1] myvoice
[1] bydatadiggers
[1] dcim353a
[1] estadosunidos

Top Words
Top Words in Tweet in Entire Graph:
[63] pew
[44] internet
[16] research
[11] those
[11] online
[9] people
[9] especially
[8] access
[8] low
[8] income

Top Words in Tweet in G1:
[17] pew
[12] internet
[10] research
[5] online
[4] users
[4] people
[3] data
[3] access
[3] center
[3] 66

Top Words in Tweet in G2:
[7] 15
[7] 16
[7] million
[7] elementary
[7] secondary
[7] students
[7] especially
[7] those
[7] low
[7] income

Top Words in Tweet in G4:
[4] access
[3] irony
[3] people
[3] need
[3] quick
[3] vaccine
[3] those
[3] internet
[2] pewstates

Top Words in Tweet in G5:
[3] gamaan
[2] mehrpishva
[2] narangestan
[2] idiots
[2] sample
[2] 50
[2] bigger
[2] methodology
[2] still
[2] shit

Top Words in Tweet in G6:
[2] pew
[2] research
[2] center

Top Words in Tweet in G7:
[2] go

Top Words in Tweet in G8:
[2] aliciaalarcon
[2] gracias
[2] pew
[2] internet
[2] rturrent
[2] parecer

Top Words in Tweet in G9:
[2] documentingbtc
[2] whole
[2] bubble
[2] thing
[2] never
[2] made
[2] much
[2] sense
[2] unless
[2] internet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17] pew,pew
[15] pew,research
[7] research,center
[7] 15,16
[7] 16,million
[7] million,elementary
[7] elementary,secondary
[7] secondary,students
[7] students,especially
[7] especially,those

Top Word Pairs in Tweet in G1:
[9] pew,research
[4] internet,users
[3] research,center
[3] 66,internet
[3] users,search
[3] search,online
[3] online,information
[3] information,specific
[3] specific,medical
[3] medical,problem

Top Word Pairs in Tweet in G2:
[7] 15,16
[7] 16,million
[7] million,elementary
[7] elementary,secondary
[7] secondary,students
[7] students,especially
[7] especially,those
[7] those,low
[7] low,income
[7] income,rural

Top Word Pairs in Tweet in G4:
[3] irony,people
[3] people,need
[3] need,quick
[3] quick,access
[3] access,vaccine
[3] vaccine,those
[3] those,internet
[2] pewstates,irony

Top Word Pairs in Tweet in G5:
[2] mehrpishva,narangestan
[2] narangestan,idiots
[2] idiots,sample
[2] sample,50
[2] 50,bigger
[2] bigger,methodology
[2] methodology,still
[2] still,shit
[2] shit,especially
[2] especially,gamaan

Top Word Pairs in Tweet in G6:
[2] pew,research
[2] research,center

Top Word Pairs in Tweet in G8:
[2] aliciaalarcon,gracias
[2] gracias,pew
[2] pew,internet
[2] internet,rturrent
[2] rturrent,parecer

Top Word Pairs in Tweet in G9:
[2] documentingbtc,whole
[2] whole,bubble
[2] bubble,thing
[2] thing,never
[2] never,made
[2] made,much
[2] much,sense
[2] sense,unless
[2] unless,internet
[2] internet,eletricity

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@pewstates
@narangestan
@rturrent
@longevitycenter
@jbergal
@okumarts
@qasimhusayn
@mehrpishva
@jimmyjames1213

Top Mentioned in G2:
@pewtrusts

Top Mentioned in G3:
@heather4amazon
@bmachetts
@echo4resistance
@studentsforlife

Top Mentioned in G4:
@pewstates
@longevitycenter
@jbergal

Top Mentioned in G5:
@narangestan
@qasimhusayn
@mehrpishva

Top Mentioned in G6:
@ubuntualliance
@menengage

Top Mentioned in G7:
@johnathonwoffo1
@iwashington

Top Mentioned in G8:
@rturrent
@carlaeurenaa
@aliciaalarcon

Top Mentioned in G9:
@jimmyjames1213
@documentingbtc

Top Mentioned in G10:
@jessiprincey

Top Tweeters
Top Tweeters in Entire Graph:
@mundomexico_
@biyombonesaw
@leodopastel
@aliciaalarcon
@digiphile
@lilmsperfeckt3
@prisonculture
@nanisimo
@pattigandolfini
@xfinity

Top Tweeters in G1:
@lilmsperfeckt3
@portalcubasi
@cmiller237
@narutogirl666
@applesold
@littlepig___
@votesteveowens
@esther_pew
@dunn4authors
@myvoicebydd

Top Tweeters in G2:
@pattigandolfini
@pewtrusts
@marthamilne1
@ptrichsea
@marilynblundin
@tinatinamlyden
@crystaliveytn

Top Tweeters in G3:
@heather4amazon
@mollybrown28
@studentsforlife
@echo4resistance
@tidebrah
@bmachetts

Top Tweeters in G4:
@pewstates
@longevitycenter
@jbergal
@vgrossl

Top Tweeters in G5:
@narangestan
@qasimhusayn
@mehrpishva
@muu55aa

Top Tweeters in G6:
@allanschmidt
@menengage
@cvmogensen
@ubuntualliance

Top Tweeters in G7:
@iwashington
@nicejewishmama
@marksmaller
@johnathonwoffo1

Top Tweeters in G8:
@mundomexico_
@aliciaalarcon
@carlaeurenaa
@rturrent

Top Tweeters in G9:
@rubyrosethc
@jimmyjames1213
@documentingbtc

Top Tweeters in G10:
@braran_mom
@obiobvi
@jessiprincey