pew internet, Twitter, 9/23/2021 3:25:25 AM, 262652


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pew internet_2021-09-22_19-25-04.xlsx
pew internet_2021-09-22_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 23, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3ubqlPl
@jonerlichman
@agathaglizzy
@blueroomcare
@pewinternet
@dupontlucinda
@faketakedump
@nonilex
@pewresearch
@sharemindfully
@usrepmikedoyle

Top hashtags:
#pandemic
#broadband
#digitaldivide
#technology
#internetaccess

Description:
Description
The graph represents a network of 191 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, 23 September 2021 at 02:25 UTC.

The requested start date was Thursday, 23 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, 7-hour, 43-minute period from Thursday, 09 September 2021 at 10:16 UTC to Wednesday, 22 September 2021 at 18:00 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 : 191
Unique Edges : 73
Edges With Duplicates : 237
Total Edges : 310
Number of Edge Types : 5
Retweet : 111
MentionsInRetweet : 111
Tweet : 63
Replies to : 7
Mentions : 18
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 59
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 72
Maximum Edges in a Connected Component : 143
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.885936
Graph Density : 0.00366492146596859
Modularity : 0.453169
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 191 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, 23 September 2021 at 02:25 UTC.

The requested start date was Thursday, 23 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, 7-hour, 43-minute period from Thursday, 09 September 2021 at 10:16 UTC to Wednesday, 22 September 2021 at 18:00 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.infodocket.com/2021/09/01/pew-research-report-the-internet-and-the-pandemic/
[2] https://www.nexttv.com/news/pew-minority-say-universal-broadband-access-is-feds-responsibility
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[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.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[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://twitter.com/witchybisexual/status/1440667994816802830

Top URLs in Tweet in G2:
[2] 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://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/
[1] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[1] https://blog.savvas.com/the-digital-divides-impact-on-remote-learners/?hsamp_network=twitter&hsamp=bZjFCTa0WDcB2
[1] https://firstcall-web.com/digital-marketing-channels-for-small-businesses?utm_content=175788729&utm_medium=social&utm_source=twitter&hss_channel=tw-577307504
[1] https://www.hrw.org/news/2021/06/15/south-korea-internet-sexual-images-ruin-womens-lives
[1] https://venturebeat.com/2019/02/05/pew-south-korea-has-the-worlds-highest-smartphone-ownership-rate/

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

Top URLs in Tweet in G8:
[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=

Top URLs in Tweet in G9:
[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 URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[7] pandemic
[2] broadband
[2] digitaldivide
[2] technology
[2] internetaccess
[2] accountabilityculture
[1] dcim353mccormick
[1] dcimdigitechf21b
[1] airtelblack
[1] cgtnamerica



Top Hashtags in Tweet in G2:
[1] broadband
[1] technology
[1] society
[1] parenting
[1] us
[1] parents
[1] tech
[1] learninglife
[1] pandemic
[1] data

Top Hashtags in Tweet in G8:
[1] digitalequity
[1] digitaldivide
[1] ctn

Top Hashtags in Tweet in G10:
[1] deletefacebook
[1] onlineabuse
[1] sexualharassment
[1] stalking

Top Words
Top Words in Tweet in Entire Graph:
[160] internet
[146] 88
[116] pew
[88] adults
[81] use
[78] 2015
[76] 90
[75] 2020
[75] 84
[74] 2021

Top Words in Tweet in G1:
[144] 88
[73] 84
[72] adults
[72] use
[72] internet
[72] 2021
[72] 93
[72] 2020
[72] 92
[72] 2019

Top Words in Tweet in G2:
[40] pew
[39] internet
[18] research
[18] lt
[12] كـ
[12] ؤن
[12] ـ
[6] people
[6] center
[6] report

Top Words in Tweet in G4:
[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 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:
[16] pew
[12] poo
[12] dog
[11] learning
[10] internet
[10] penis
[8] fart
[8] celebrities
[8] constipation
[8] coding

Top Words in Tweet in G8:
[3] great
[3] report
[3] pew
[3] research
[3] center
[3] roughly
[3] two
[3] thirds
[3] adults
[3] 75

Top Words in Tweet in G9:
[2] pewresearch
[2] pandemic
[2] internet

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[78] use,internet
[74] adults,use
[73] internet,2021
[73] 2021,93
[73] 93,2020
[73] 2020,92
[73] 92,2019
[73] 2019,90
[73] 90,2018
[73] 2018,89

Top Word Pairs in Tweet in G1:
[72] adults,use
[72] use,internet
[72] internet,2021
[72] 2021,93
[72] 93,2020
[72] 2020,92
[72] 92,2019
[72] 2019,90
[72] 90,2018
[72] 2018,89

Top Word Pairs in Tweet in G2:
[19] pew,internet
[12] lt,كـ
[10] pew,research
[8] internet,research
[6] research,center
[6] كـ,ــؤب
[6] ــؤب,ؤن
[6] ؤن,gt
[6] gt,lt
[6] lt,خ

Top Word Pairs in Tweet in G4:
[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 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:
[9] dog,poo
[8] celebrities,constipation
[8] constipation,penis
[8] penis,coding
[8] coding,farted
[8] farted,machine
[8] machine,learning
[8] learning,pew
[8] pew,dog
[8] poo,ice

Top Word Pairs in Tweet in G8:
[3] great,report
[3] report,pew
[3] pew,research
[3] research,center
[3] center,roughly
[3] roughly,two
[3] two,thirds
[3] thirds,adults
[3] adults,75
[3] 75,older

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@jonerlichman
@blueroomcare
@faketakedump
@pewinternet
@commtechnetwork
@pewresearch
@sharemindfully
@usrepmikedoyle
@lgbttech

Top Mentioned in G1:
@jonerlichman

Top Mentioned in G2:
@writerjvp

Top Mentioned in G3:
@emilyyb_b
@spillseshyt
@defnoodlesspicy
@allegedly_adam
@threedailey
@itsnicksnider
@zillarage
@bowblax
@teaspillyt
@kattenbarge

Top Mentioned in G4:
@blueroomcare

Top Mentioned in G5:
@pewinternet

Top Mentioned in G6:
@faketakedump

Top Mentioned in G7:
@candyapplehead
@lord_mongrove
@gbnews

Top Mentioned in G8:
@commtechnetwork

Top Mentioned in G9:
@pewresearch

Top Mentioned in G10:
@emily_vogels
@pew

Top Tweeters
Top Tweeters in Entire Graph:
@asher_wolf
@artificialbra1n
@frikitty
@all435reps
@ml_tweet_bot
@jchapman1729
@gonzalobarria
@robertojirusta
@writerjvp
@btptechsearch

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

Top Tweeters in G2:
@frikitty
@jchapman1729
@writerjvp
@infodocket
@fjavigutierrez
@pedroisandretta
@openbbnet
@esther_pew
@letlearninglive
@lezsupremacy

Top Tweeters in G3:
@bowblax
@threedailey
@itsnicksnider
@zillarage
@teaspillyt
@kattenbarge
@allegedly_adam
@spillseshyt
@rainyda13
@emilyyb_b

Top Tweeters in G4:
@mosesseuz
@papijruee
@dopeandlegal
@_isolatemitope
@lisawang1209
@blaqpikin
@blueroomcare
@yeni_dee
@daveechi
@digitplatform

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

Top Tweeters in G6:
@artificialbra1n
@ml_tweet_bot
@blkhwk0ps
@hplbot
@faketakedump

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

Top Tweeters in G8:
@janinegeorg
@commtechnetwork
@alicjapawluczuk

Top Tweeters in G9:
@pewresearch
@jmiguelroca
@connectamnow

Top Tweeters in G10:
@nonilex
@pew
@emily_vogels


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