pew internet, Twitter, 6/23/2022 2:03:46 AM, 278603


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pew internet_2022-06-22_18-56-00.xlsx
pew internet_2022-06-22_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 23, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3HImG2p
@lakewoodhocker1
@pewtrusts
@pewstates
@eminencefont
@connect_fund
@skinfade15
@hunome
@wisdomcmty
@joshsarco
@darthevader4

Top hashtags:
#librarytwitter
#poetry
#smashpatriarchy
#ama
#internetforall
#internet
#pussyriot

Description:
Description
The graph represents a network of 105 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 June 2022 at 01:56 UTC.

The requested start date was Thursday, 23 June 2022 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, 10-hour, 58-minute period from Thursday, 09 June 2022 at 09:49 UTC to Wednesday, 22 June 2022 at 20:48 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 : 105
Unique Edges : 73
Edges With Duplicates : 54
Total Edges : 127
Number of Edge Types : 5
Tweet : 43
Mentions : 21
Retweet : 22
MentionsInRetweet : 29
Replies to : 12
Self-Loops : 43
Reciprocated Vertex Pair Ratio : 0.0166666666666667
Reciprocated Edge Ratio : 0.0327868852459016
Connected Components : 52
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 8
Maximum Edges in a Connected Component : 18
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.144476
Graph Density : 0.00558608058608059
Modularity : 0.58725
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 105 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 June 2022 at 01:56 UTC.

The requested start date was Thursday, 23 June 2022 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, 10-hour, 58-minute period from Thursday, 09 June 2022 at 09:49 UTC to Wednesday, 22 June 2022 at 20:48 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.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability?utm_campaign=communities_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewtrusts.org/en/about/events/2022/broadband-access-summit?utm_campaign=communities_brd_uspolicy_______&utm_source=fb-li-tw_partner&utm_medium=social&utm_content=event_general____eventtile_&utm_term=___
[1] https://www.healthcraftcreative.com/contact
[1] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://ravenkult.home.blog/2021/07/28/los-hombres-blancos-y-sus-caricaturas/
[1] https://www.indiatoday.in/trending-news/story/up-police-rescues-woman-who-jumped-into-a-dried-up-well-great-job-says-internet-1964499-2022-06-20?utm_source=rss
[1] https://www.indiatoday.in/movies/hollywood/story/amber-heard-shops-at-a-local-store-in-new-york-post-johnny-depp-s-case-internet-trolls-her-1964460-2022-06-20?utm_source=rss
[1] https://www.indiatoday.in/movies/regional-cinema/story/sai-pallavi-says-kashmir-genocide-and-lynching-for-cow-smuggling-are-both-crimes-internet-is-divided-1962617-2022-06-15?utm_source=rss
[1] https://www.pewresearch.org/internet/2019/06/13/mobile-technology-and-home-broadband-2019/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/politics/2022/06/09/american-trust-government-pew-survey/?utm_source=rss&utm_medium=referral&utm_campaign=wp_politics
[1] https://2captcha.com?from=12423420
[1] https://www.youtube.com/watch?v=c7sjBI8zkdw&feature=youtu.be

[1] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[1] https://www.marketingcharts.com/charts/percentage-of-us-adults-who-dont-use-the-internet-by-demographic-group-in-2019/attachment/pew-share-of-us-adults-not-using-internet-by-demo-may2019
[1] https://www.pewresearch.org/internet/2019/06/13/mobile-technology-and-home-broadband-2019/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.indiatoday.in/trending-news/story/up-police-rescues-woman-who-jumped-into-a-dried-up-well-great-job-says-internet-1964499-2022-06-20?utm_source=rss
[1] https://www.indiatoday.in/movies/regional-cinema/story/sai-pallavi-says-kashmir-genocide-and-lynching-for-cow-smuggling-are-both-crimes-internet-is-divided-1962617-2022-06-15?utm_source=rss
[1] https://www.indiatoday.in/movies/hollywood/story/amber-heard-shops-at-a-local-store-in-new-york-post-johnny-depp-s-case-internet-trolls-her-1964460-2022-06-20?utm_source=rss

Top URLs in Tweet in G2:
[3] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/04/29/how-can-the-united-states-address-broadband-affordability?utm_campaign=communities_brd________&utm_source=twitter_trusts&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/about/events/2022/broadband-access-summit?utm_campaign=communities_brd_uspolicy_______&utm_source=fb-li-tw_partner&utm_medium=social&utm_content=event_general____eventtile_&utm_term=___
[1] https://web.cvent.com/event/53b19bfc-d724-459d-a888-d677920d8923/summary?utm_campaign=communities_brd_uspolicy_______&utm_source=twitter_states&utm_medium=social&utm_content=event_general____eventtile_&utm_term=___

Top URLs in Tweet in G9:
[1] https://foundation.app/@sketchnate/sketchysnails/1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] librarytwitter
[2] poetry
[2] smashpatriarchy
[1] ama
[1] internetforall
[1] internet
[1] pussyriot
[1] education
[1] learnkng
[1] remotelearning



Top Hashtags in Tweet in G1:
[2] poetry
[2] smashpatriarchy
[1] siguemeytesigo
[1] followback
[1] news
[1] sdv
[1] pussyriot
[1] internet

Top Hashtags in Tweet in G2:
[1] ama
[1] internetforall

Top Hashtags in Tweet in G5:
[5] librarytwitter

Top Hashtags in Tweet in G10:
[1] sharedunderstanding
[1] purpose
[1] community
[1] responsibility

Top Words
Top Words in Tweet in Entire Graph:
[71] internet
[62] pew
[17] research
[15] hey
[12] access
[10] use
[10] online
[10] americans
[9] need
[9] covid

Top Words in Tweet in G1:
[35] pew
[28] internet
[11] research
[5] use
[4] poem
[4] riot
[4] center
[3] pussy
[3] found
[3] online

Top Words in Tweet in G2:
[11] internet
[11] access
[8] covid
[8] 19
[8] highlighted
[8] need
[8] americans
[8] high
[8] speed
[8] affordability

Top Words in Tweet in G4:
[3] know
[2] tempsthoughts
[2] ksatnews
[2] texasdemocrats
[2] scary
[2] 20
[2] armed
[2] trained
[2] leos
[2] body

Top Words in Tweet in G5:
[15] hey
[5] #librarytwitter
[5] national
[5] use
[5] libraries'
[5] computers
[5] internet
[5] studies
[5] done
[4] eminencefont

Top Words in Tweet in G7:
[5] online
[5] communities
[4] people
[4] joining
[4] beginning
[4] existence
[4] early
[4] 2001
[4] 84
[4] surveyed

Top Words in Tweet in G8:
[3] team
[2] undefeated
[2] internet
[2] champion
[2] hood
[2] joins
[2] pew_wrestling
[2] lance_revera
[2] the_leahraven
[2] think

Top Words in Tweet in G9:
[3] ve
[3] away
[3] internet
[3] jyatrofsky
[3] swooped
[3] last
[3] moment
[3] grabbed
[3] first
[3] snail

Top Words in Tweet in G10:
[2] wise
[2] words
[2] ethan
[2] zuckerman
[2] university
[2] amherst
[2] response
[2] survey
[2] pew
[2] research

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] pew,research
[15] pew,internet
[10] pew,pew
[10] hey,hey
[9] covid,19
[9] high,speed
[9] speed,internet
[8] 19,highlighted
[8] highlighted,need
[8] need,americans

Top Word Pairs in Tweet in G1:
[14] pew,internet
[10] pew,research
[4] research,center
[3] pew,pew
[3] pussy,riot
[2] poem,pussy
[2] riot,against
[2] against,pepé
[2] pepé,pew
[2] poem,written

Top Word Pairs in Tweet in G2:
[8] covid,19
[8] 19,highlighted
[8] highlighted,need
[8] need,americans
[8] americans,high
[8] high,speed
[8] speed,internet
[8] internet,access
[8] access,affordability
[8] affordability,still

Top Word Pairs in Tweet in G4:
[2] tempsthoughts,ksatnews
[2] ksatnews,texasdemocrats
[2] texasdemocrats,scary
[2] scary,know
[2] know,20
[2] 20,armed
[2] armed,trained
[2] trained,leos
[2] leos,body
[2] body,armor

Top Word Pairs in Tweet in G5:
[10] hey,hey
[5] hey,#librarytwitter
[5] #librarytwitter,national
[5] national,use
[5] use,libraries'
[5] libraries',computers
[5] computers,internet
[5] internet,studies
[5] studies,done
[4] eminencefont,hey

Top Word Pairs in Tweet in G7:
[4] people,joining
[4] joining,online
[4] online,communities
[4] communities,beginning
[4] beginning,existence
[4] existence,early
[4] early,2001
[4] 2001,84
[4] 84,surveyed
[3] wisdomcmty,people

Top Word Pairs in Tweet in G8:
[2] undefeated,internet
[2] internet,champion
[2] champion,hood
[2] hood,joins
[2] joins,team
[2] team,pew_wrestling
[2] pew_wrestling,lance_revera
[2] lance_revera,the_leahraven
[2] the_leahraven,think

Top Word Pairs in Tweet in G9:
[3] ve,away
[3] away,internet
[3] internet,jyatrofsky
[3] jyatrofsky,swooped
[3] swooped,last
[3] last,moment
[3] moment,grabbed
[3] grabbed,first
[3] first,snail
[3] snail,thank

Top Word Pairs in Tweet in G10:
[2] wise,words
[2] words,ethan
[2] ethan,zuckerman
[2] zuckerman,university
[2] university,amherst
[2] amherst,response
[2] response,survey
[2] survey,pew
[2] pew,research
[2] research,visions

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pewtrusts
@eminencefont
@wisdomcmty
@jyatrofsky
@pewstates
@ksatnews
@texasdemocrats
@pew_wrestling
@lance_revera
@the_leahraven

Top Mentioned in G2:
@pewtrusts
@pewstates
@jordanabarton

Top Mentioned in G3:
@manway613
@nymag
@errollouis
@yaffedorg
@agudahnews
@hqsatmar

Top Mentioned in G4:
@ksatnews
@texasdemocrats
@darthevader4
@tempsthoughts

Top Mentioned in G5:
@eminencefont

Top Mentioned in G6:
@johnrich
@mchooyah

Top Mentioned in G7:
@wisdomcmty

Top Mentioned in G8:
@pew_wrestling
@lance_revera
@the_leahraven
@tyleradamspw

Top Mentioned in G9:
@jyatrofsky
@sketchnate

Top Mentioned in G10:
@hunome
@pewresearch
@ethanz

Top Tweeters
Top Tweeters in Entire Graph:
@whtabtpineapple
@karengeier
@ksatnews
@nymag
@bettycjung
@stevebartin
@thesiliconhill
@codeforpdx
@chris_levesque_
@seni_bl

Top Tweeters in G1:
@bettycjung
@smorffer
@eddiegarrison
@mob_idsync_cliq
@9wireless
@lanewriteswords
@js_chapa
@denisha97930752
@thryv_augusta
@lavonna40837015

Top Tweeters in G2:
@stevebartin
@thesiliconhill
@codeforpdx
@pewtrusts
@pewstates
@jordanabarton
@connect_fund
@texaslobbying

Top Tweeters in G3:
@nymag
@errollouis
@manway613
@hqsatmar
@lakewoodhocker1
@agudahnews
@yaffedorg
@bhirschnyc

Top Tweeters in G4:
@ksatnews
@texasdemocrats
@tempsthoughts
@darthevader4
@joshsarco

Top Tweeters in G5:
@whtabtpineapple
@chris_levesque_
@queenofrats
@belvedia
@eminencefont

Top Tweeters in G6:
@johnrich
@mchooyah
@skinfade15
@nickdecoteau4

Top Tweeters in G7:
@stephenjwright
@wisdomcmty
@kingofmistak3s
@wright2stephen

Top Tweeters in G8:
@lance_revera
@pew_wrestling
@the_leahraven
@tyleradamspw

Top Tweeters in G9:
@foodmasku
@sketchnate
@jyatrofsky
@castlescrypto

Top Tweeters in G10:
@pewresearch
@ethanz
@hunome
@dojau