pew internet, Twitter, 9/16/2021 2:28:27 AM, 262148


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pew internet_2021-09-15_19-25-04.xlsx
pew internet_2021-09-15_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3ltS2Pt
@jonerlichman
@blueroomcare
@internet_reject
@pewinternet
@newsmoonshot
@dupontlucinda
@pew
@nonilex
@pewresearch
@platini954

Top hashtags:
#connectednation
#pandemic
#technology
#internet
#digitaldivide
#tech

Description:
Description
The graph represents a network of 218 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, 16 September 2021 at 02:25 UTC.

The requested start date was Thursday, 16 September 2021 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 13-day, 16-hour, 47-minute period from Thursday, 02 September 2021 at 05:13 UTC to Wednesday, 15 September 2021 at 22:00 UTC.

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 : 218
Unique Edges : 101
Edges With Duplicates : 237
Total Edges : 338
Number of Edge Types : 5
Tweet : 83
Retweet : 113
MentionsInRetweet : 114
Mentions : 17
Replies to : 11
Self-Loops : 84
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 86
Single-Vertex Connected Components : 60
Maximum Vertices in a Connected Component : 71
Maximum Edges in a Connected Component : 141
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.874547
Graph Density : 0.00285376062233121
Modularity : 0.457407
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 218 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, 16 September 2021 at 02:25 UTC.

The requested start date was Thursday, 16 September 2021 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 13-day, 16-hour, 47-minute period from Thursday, 02 September 2021 at 05:13 UTC to Wednesday, 15 September 2021 at 22:00 UTC.

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:
[26] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[3] https://www.infodocket.com/2021/09/01/pew-research-report-the-internet-and-the-pandemic/
[2] https://www.dailydot.com/debug/broadband-bills-worry-pew-survey/
[2] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.infodocket.com/2021/09/01/pew-research-report-the-internet-and-the-pandemic/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.reddit.com/r/InternetAccess/comments/pkvo3e/the_internet_and_the_pandemic_pew_research/
[2] https://www.pewresearch.org/internet/2021/05/19/americans-and-cancel-culture-where-some-see-calls-for-accountability-others-see-censorship-punishment/?utm_content=buffercf84d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[1] https://go.ayokay.com/13e22740
[1] https://www.hrw.org/news/2021/06/15/south-korea-internet-sexual-images-ruin-womens-lives

Top URLs in Tweet in G2:
[23] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[2] https://www.infodocket.com/2021/09/01/pew-research-report-the-internet-and-the-pandemic/?utm_source=dlvr.it&utm_medium=twitter
[1] https://stephenslighthouse.com/2021/09/02/pew-the-internet-and-the-pandemic/
[1] https://blandinonbroadband.org/2021/09/02/pew-reports-on-the-internet-and-the-pandemic-almost-half-with-broadband-said-they-had-problems-with-speed/
[1] https://www.pewresearch.org/internet/2021/09/01/the-role-of-technology-in-covid-19-vaccine-registration/
[1] https://www.linkedin.com/slink?code=da_3f7GQ
[1] https://www.pewresearch.org/internet/2017/02/08/theme-3-humanity-and-human-judgment-are-lost-when-data-and-predictive-modeling-become-paramount/
[1] https://www.pewresearch.org/internet/2019/06/13/mobile-technology-and-home-broadband-2019/
[1] https://www.pewresearch.org/internet/2020/07/28/parenting-children-in-the-age-of-screens/
[1] https://www.infodocket.com/2021/09/01/pew-research-report-the-internet-and-the-pandemic/

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/?utm_content=buffer2bc43&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[1] https://moonshot.news/news/technology-news/40-say-using-tech-in-new-ways-during-pandemic/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top URLs in Tweet in G8:
[2] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[1] https://www.dailydot.com/debug/broadband-bills-worry-pew-survey/
[1] https://www.informeticplus.com/the-internet-and-the-pandemic-pew-research-center

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] connectednation
[8] pandemic
[6] technology
[5] internet
[2] digitaldivide
[2] tech
[2] internetaccess
[2] accountabilityculture
[2] homeworkgap
[2] covid19



Top Hashtags in Tweet in G2:
[15] connectednation
[2] pandemic
[2] covid19
[2] technology
[2] digitaldivide
[1] pew
[1] socialmedia
[1] internetofthings
[1] teleworking
[1] broadband

Top Hashtags in Tweet in G6:
[3] internet
[3] technology
[1] deletefacebook
[1] onlineabuse
[1] sexualharassment
[1] stalking
[1] pandemic

Top Hashtags in Tweet in G8:
[2] homeworkgap

Top Words
Top Words in Tweet in Entire Graph:
[271] ù
[207] internet
[149] pew
[144] 88
[95] 90
[85] adults
[81] use
[79] 2015
[75] ø
[74] 2021

Top Words in Tweet in G1:
[142] 88
[72] 84
[71] adults
[71] use
[71] internet
[71] 2021
[71] 93
[71] 2020
[71] 92
[71] 2019

Top Words in Tweet in G2:
[271] ù
[85] internet
[75] pew
[75] ø
[56] ì
[42] research
[39] lt
[27] pandemic
[26] center
[22] survey

Top Words in Tweet in G3:
[11] social
[11] media
[11] fueling
[11] increase
[11] mental
[11] illness
[11] gen
[11] first
[11] truly
[11] digital

Top Words in Tweet in G4:
[13] pew
[6] internet_reject
[6] nose
[5] look
[4] harry
[4] goes
[4] dude
[3] deceased_shroom
[3] wand
[2] oh

Top Words in Tweet in G5:
[7] internet
[7] adults
[6] pew
[6] research
[6] center
[6] began
[6] systematically
[6] tracking
[6] americans
[6] usage

Top Words in Tweet in G6:
[4] americans
[3] 90
[3] #internet
[3] essential
[3] important
[3] 40
[3] used
[3] #technology
[3] ways
[3] during

Top Words in Tweet in G8:
[4] pewresearch
[3] pew
[2] pandemic
[2] internet
[2] poll
[2] shows
[2] parents
[2] lower
[2] incomes
[2] more

Top Words in Tweet in G9:
[2] 2000
[2] babies
[2] remember
[2] dial
[2] internet

Top Words in Tweet in G10:
[4] scamming
[4] 80s
[4] 90s
[4] breeze
[4] internet
[4] wasn
[4] easy
[4] talk
[4] dress
[4] way

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[156] ù,ù
[78] use,internet
[73] adults,use
[72] internet,2021
[72] 2021,93
[72] 93,2020
[72] 2020,92
[72] 92,2019
[72] 2019,90
[72] 90,2018

Top Word Pairs in Tweet in G1:
[71] adults,use
[71] use,internet
[71] internet,2021
[71] 2021,93
[71] 93,2020
[71] 2020,92
[71] 92,2019
[71] 2019,90
[71] 90,2018
[71] 2018,89

Top Word Pairs in Tweet in G2:
[156] ù,ù
[40] ù,ø
[33] pew,research
[30] pew,internet
[28] ì,ì
[28] ì,ù
[26] research,center
[26] ø,ù
[25] internet,pandemic
[19] ø,ø

Top Word Pairs in Tweet in G3:
[11] social,media
[11] media,fueling
[11] fueling,increase
[11] increase,mental
[11] mental,illness
[11] illness,gen
[11] gen,first
[11] first,truly
[11] truly,digital
[11] digital,generation

Top Word Pairs in Tweet in G4:
[7] pew,pew
[4] harry,goes
[4] nose,dude
[3] deceased_shroom,internet_reject
[3] internet_reject,harry
[3] goes,pew
[3] pew,wand
[3] wand,nose

Top Word Pairs in Tweet in G5:
[6] pew,research
[6] research,center
[6] center,began
[6] began,systematically
[6] systematically,tracking
[6] tracking,americans
[6] americans,internet
[6] internet,usage
[6] usage,early
[6] early,2000

Top Word Pairs in Tweet in G6:
[3] 90,americans
[3] americans,#internet
[3] #internet,essential
[3] essential,important
[3] important,40
[3] 40,used
[3] used,#technology
[3] #technology,ways
[3] ways,during
[2] newsmoonshot,90

Top Word Pairs in Tweet in G8:
[2] poll,pewresearch
[2] pewresearch,shows
[2] shows,parents
[2] parents,lower
[2] lower,incomes
[2] incomes,more
[2] more,report
[2] report,children
[2] children,faced
[2] faced,barriers

Top Word Pairs in Tweet in G9:
[2] 2000,babies
[2] dial,internet

Top Word Pairs in Tweet in G10:
[4] scamming,80s
[4] 80s,90s
[4] 90s,breeze
[4] breeze,internet
[4] internet,wasn
[4] wasn,easy
[4] easy,talk
[4] talk,dress
[4] dress,way
[4] way,investments

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jonerlichman
@blueroomcare
@faketakedump
@pewinternet
@pewresearch
@internet_reject
@platini954
@pew
@sharemindfully
@usrepmikedoyle

Top Mentioned in G1:
@jonerlichman

Top Mentioned in G2:
@writerjvp

Top Mentioned in G3:
@blueroomcare

Top Mentioned in G4:
@internet_reject
@deceased_shroom

Top Mentioned in G5:
@pewinternet

Top Mentioned in G6:
@pew
@newsmoonshot
@emily_vogels

Top Mentioned in G7:
@candyapplehead
@lord_mongrove
@gbnews

Top Mentioned in G8:
@pewresearch

Top Mentioned in G9:
@wokescolding
@tarynjay6

Top Mentioned in G10:
@platini954

Top Tweeters
Top Tweeters in Entire Graph:
@asher_wolf
@artificialbra1n
@all435reps
@jchapman1729
@angryblacklady
@gonzalobarria
@janniaragon
@abc
@robertojirusta
@writerjvp

Top Tweeters in G1:
@gonzalobarria
@robertojirusta
@btptechsearch
@blitzcloud87
@njerisky
@dsilverman
@feerocampos
@akkaufman
@juanbg
@erkanguntore

Top Tweeters in G2:
@jchapman1729
@janniaragon
@writerjvp
@stem_nastics
@tallulahb2012
@infodocket
@sinsinnatti
@annt
@joebarnes
@sabram

Top Tweeters in G3:
@mosesseuz
@papijruee
@dopeandlegal
@_isolatemitope
@lisawang1209
@blaqpikin
@blueroomcare
@yeni_dee
@daveechi
@digitplatform

Top Tweeters in G4:
@starsforwilbur
@saphie_xx
@sunnydotco
@o_god_oh_no
@deceased_shroom
@olliemcyt
@internet_reject

Top Tweeters in G5:
@davehatter
@sutherla
@pewinternet
@txlnghrnjen
@joelandersonphd
@qorvis

Top Tweeters in G6:
@digital_ladies
@nonilex
@pew
@adatechschool
@emily_vogels
@newsmoonshot

Top Tweeters in G7:
@kenfgalaxy
@lord_mongrove
@candyapplehead
@gbnews
@dupontlucinda

Top Tweeters in G8:
@pewresearch
@all4ed
@jmiguelroca
@connectamnow

Top Tweeters in G9:
@tarynjay6
@wokescolding
@jorgeta26452872
@nezukokamado

Top Tweeters in G10:
@blakjordanbreen
@platini954
@__jaymakaveli
@sapiomag