pew internet, Twitter, 6/9/2022 2:03:10 AM, 277932


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pew internet_2022-06-08_18-56-00.xlsx
pew internet_2022-06-08_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 09, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3MzO9UJ
@pewresearch
@danayshiamua
@pewstates
@briguyblock
@siacareers
@hunome
@coolcatteacher
@tendaironi
@choicemediatv
@thekimkavin

Top hashtags:
#sharedunderstanding
#purpose
#community
#responsibility
#siaworks
#research

Description:
Description
The graph represents a network of 101 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, 09 June 2022 at 01:56 UTC.

The requested start date was Thursday, 09 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, 1-hour, 24-minute period from Thursday, 26 May 2022 at 17:46 UTC to Wednesday, 08 June 2022 at 19:10 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 : 101
Unique Edges : 67
Edges With Duplicates : 70
Total Edges : 137
Number of Edge Types : 5
Retweet : 33
MentionsInRetweet : 40
Tweet : 33
Mentions : 18
Replies to : 13
Self-Loops : 34
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 42
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 22
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.220779
Graph Density : 0.00663366336633663
Modularity : 0.577668
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 101 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, 09 June 2022 at 01:56 UTC.

The requested start date was Thursday, 09 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, 1-hour, 24-minute period from Thursday, 26 May 2022 at 17:46 UTC to Wednesday, 08 June 2022 at 19:10 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:
[10] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/
[2] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[2] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[2] 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_states&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] https://twitter.com/hezbolsonaro/status/1534609138809876480
[1] https://www.pewresearch.org/internet/2015/10/29/the-demographics-of-device-ownership/
[1] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/details/Research-Assistant--International-Religion_R001737
[1] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/details/Research-Assistant--Internet---Technology_R000820
[1] https://speednotgreed.net/
[1] https://www.pewtrusts.org/en/research-and-analysis/issue-briefs/2022/04/strategies-for-crafting-effective-state-broadband-plans

Top URLs in Tweet in G1:
[8] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/
[1] https://twitter.com/Cointelegraph/status/1530167064773656577
[1] https://signature-sd.santodigital.com.br/?utm_source=twitter&utm_medium=social&utm_campaign=_mes12&utm_content=post19
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/
[1] https://tweetedtimes.com/v/2857
[1] https://tweetedtimes.com/digitalsandbox1
[1] http://Baabaapinksheep.com
[1] https://tweetedtimes.com/BaaPinkSheep
[1] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[1] https://www.indiatoday.in/trending-news/story/video-of-peacock-flying-between-balconies-in-delhi-is-viral-internet-is-absolutely-mesmerised-1959305-2022-06-07?utm_source=rss

Top URLs in Tweet in G2:
[1] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/details/Research-Assistant--International-Religion_R001737
[1] https://pewtrusts.wd5.myworkdayjobs.com/en-US/CenterExternal/details/Research-Assistant--Internet---Technology_R000820
[1] https://getlighthouse.com/blog/work-life-balance-hustle-hype/
[1] https://www.pewresearch.org/internet/2022/03/17/ai-and-human-enhancement-americans-openness-is-tempered-by-a-range-of-concerns/

Top URLs in Tweet in G3:
[2] 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_states&utm_medium=social&utm_content=article_affordability____linkcard_&utm_term=___
[1] 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=___

Top URLs in Tweet in G4:
[2] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/

Top URLs in Tweet in G7:
[1] https://www.pewresearch.org/internet/2015/10/29/the-demographics-of-device-ownership/

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/internet/2022/06/02/how-teens-navigate-school-during-covid-19/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1] sharedunderstanding
[1] purpose
[1] community
[1] responsibility
[1] siaworks
[1] research
[1] edchat
[1] indywrestling
[1] britishwrestling
[1] stratforduponavon



Top Hashtags in Tweet in G1:
[1] decentralization
[1] web3
[1] metaverse
[1] defi
[1] americarequiredreading

Top Hashtags in Tweet in G2:
[1] sharedunderstanding
[1] purpose
[1] community
[1] responsibility
[1] siaworks

Top Hashtags in Tweet in G6:
[1] research
[1] edchat

Top Words
Top Words in Tweet in Entire Graph:
[79] pew
[48] internet
[32] research
[21] covid
[21] 19
[18] more
[15] center
[15] teens
[12] americans
[12] drivers

Top Words in Tweet in G1:
[24] pew
[17] research
[14] internet
[9] center
[9] teens
[9] school
[8] navigate
[8] during
[8] covid
[8] 19

Top Words in Tweet in G2:
[7] research
[6] pew
[5] internet
[5] pewresearch
[3] survey
[2] wise
[2] words
[2] ethan
[2] zuckerman
[2] university

Top Words in Tweet in G3:
[8] covid
[8] 19
[8] highlighted
[8] need
[8] americans
[8] high
[8] speed
[8] internet
[8] access
[8] affordability

Top Words in Tweet in G4:
[12] drivers
[10] 12
[8] thekimkavin
[7] more
[5] 11
[5] wrote
[5] œgig
[5] companies
[5] side
[5] accurate

Top Words in Tweet in G5:
[12] pew
[6] feel
[6] people
[6] background
[6] checks
[6] licensesâ
[6] social
[6] media
[6] numero
[6] youâ

Top Words in Tweet in G6:
[10] person
[5] pew
[5] finds
[5] teens
[5] prefer
[5] learning
[5] covid
[5] 19
[5] more
[4] coolcatteacher

Top Words in Tweet in G7:
[4] women
[3] tabbiewolf
[3] remember
[3] 80s
[3] 90s
[3] video
[3] games
[3] basically
[3] marketed
[3] girls

Top Words in Tweet in G9:
[6] women
[3] washingtonpost
[3] threats
[3] assault
[3] young
[3] added
[3] barely
[3] stood
[3] undercurrent
[2] onemargaux

Top Words in Tweet in G10:
[2] same
[2] police

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] pew,research
[21] covid,19
[15] research,center
[14] pew,pew
[9] school,during
[8] 19,highlighted
[8] highlighted,need
[8] need,americans
[8] americans,high
[8] high,speed

Top Word Pairs in Tweet in G1:
[15] pew,research
[9] research,center
[8] teens,navigate
[8] navigate,school
[8] school,during
[8] during,covid
[8] covid,19
[7] 19,pew
[3] center,see
[3] see,more

Top Word Pairs in Tweet in G2:
[5] pew,research
[3] survey,pew
[2] wise,words
[2] words,ethan
[2] ethan,zuckerman
[2] zuckerman,university
[2] university,amherst
[2] amherst,response
[2] response,survey
[2] research,visions

Top Word Pairs in Tweet in G3:
[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:
[5] 11,12
[5] 12,wrote
[5] wrote,œgig
[5] œgig,companies
[5] companies,drivers
[5] drivers,side
[5] side,more
[5] more,accurate
[5] accurate,drivers
[5] 12,digress

Top Word Pairs in Tweet in G5:
[6] feel,people
[6] people,background
[6] background,checks
[6] checks,pew
[6] pew,pew
[6] pew,licensesâ
[6] licensesâ,social
[6] social,media
[6] media,numero
[6] numero,youâ

Top Word Pairs in Tweet in G6:
[5] pew,finds
[5] finds,teens
[5] teens,prefer
[5] prefer,person
[5] person,learning
[5] learning,person
[5] person,covid
[5] covid,19
[5] 19,more
[4] coolcatteacher,pew

Top Word Pairs in Tweet in G7:
[3] tabbiewolf,remember
[3] remember,80s
[3] 80s,90s
[3] 90s,video
[3] video,games
[3] games,basically
[3] basically,marketed
[3] marketed,women
[3] women,girls
[3] girls,pew

Top Word Pairs in Tweet in G9:
[3] threats,assault
[3] assault,women
[3] women,young
[3] young,women
[3] women,added
[3] added,barely
[3] barely,stood
[3] stood,undercurrent
[2] onemargaux,washingtonpost
[2] washingtonpost,œmany

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thekimkavin
@pewresearch
@pewstates
@economicpolicy
@danayshiamua
@coolcatteacher
@kaputotter
@tabbiewolf
@onemargaux
@washingtonpost

Top Mentioned in G2:
@pewresearch
@ethanz
@hunome
@pennstatesia

Top Mentioned in G3:
@pewstates

Top Mentioned in G4:
@thekimkavin
@economicpolicy

Top Mentioned in G5:
@danayshiamua

Top Mentioned in G6:
@coolcatteacher

Top Mentioned in G7:
@kaputotter
@tabbiewolf

Top Mentioned in G8:
@monicaranders
@mtfaverio
@colleenamcclain

Top Mentioned in G9:
@onemargaux
@washingtonpost

Top Mentioned in G10:
@theriver_oshun
@iamsock

Top Tweeters
Top Tweeters in Entire Graph:
@washingtonpost
@snowstormyou
@_kay_daddy
@tabbiewolf
@eerookah
@publichealthmap
@realbadbadger
@faketakedump
@danayshiamua
@ti_likedarapper

Top Tweeters in G1:
@faketakedump
@ti_likedarapper
@alduque
@larry_irving
@ribosoma_p
@francoisguite
@digitalsandbox1
@enduradata
@merelyright
@baapinksheep

Top Tweeters in G2:
@pewresearch
@ethanz
@get_lighthouse
@briguyblock
@david_johnson41
@siacareers
@hunome
@pennstatesia
@nalanpog

Top Tweeters in G3:
@publichealthmap
@pewtrusts
@pewstates
@sleiseca
@mremez
@carlottamkm

Top Tweeters in G4:
@snowstormyou
@economicpolicy
@karonwarren
@thekimkavin
@freelancers_usa
@lilamstromer

Top Tweeters in G5:
@_kay_daddy
@danayshiamua
@rafiqahakhdar
@swankymayari
@rosegoldchrome
@btwimbrea

Top Tweeters in G6:
@coolcatteacher
@stantonalana
@cudy_sg
@deannaharris
@drbtheap

Top Tweeters in G7:
@tabbiewolf
@eerookah
@realbadbadger
@kaputotter

Top Tweeters in G8:
@choicemediatv
@monicaranders
@colleenamcclain
@mtfaverio

Top Tweeters in G9:
@washingtonpost
@cmhughesmd
@onemargaux
@blueisgood61

Top Tweeters in G10:
@piper_pen
@iamsock
@theriver_oshun
@tendaironi


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