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pew internet_2022-02-16_19-25-04.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3GTIvtx
@piedad16401918
@thekimkavin
@redint_cuba
@erickherring
@faketakedump
@metamedia
@tolumontana
@pew_wrestling
@whittyatlarge
@dianagill

Top hashtags:
#internet
#tech
#future
#innovation
#readthebrief
#vr
#ar
#metaverse

Description:
Description
The graph represents a network of 135 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, 17 February 2022 at 03:25 UTC.

The requested start date was Thursday, 17 February 2022 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, 1-hour, 38-minute period from Thursday, 03 February 2022 at 17:57 UTC to Wednesday, 16 February 2022 at 19:35 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 : 135
Unique Edges : 89
Edges With Duplicates : 90
Total Edges : 179
Number of Edge Types : 5
Replies to : 16
Mentions : 25
Tweet : 62
Retweet : 35
MentionsInRetweet : 41
Self-Loops : 64
Reciprocated Vertex Pair Ratio : 0.0266666666666667
Reciprocated Edge Ratio : 0.051948051948052
Connected Components : 66
Single-Vertex Connected Components : 39
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 24
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.123173
Graph Density : 0.00425649530127142
Modularity : 0.536009
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 135 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, 17 February 2022 at 03:25 UTC.

The requested start date was Thursday, 17 February 2022 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, 1-hour, 38-minute period from Thursday, 03 February 2022 at 17:57 UTC to Wednesday, 16 February 2022 at 19:35 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:
[14] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[7] https://redint.isri.cu/publicaciones/visions-of-the-internet-in-2035/
[4] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[3] https://www.pewresearch.org/internet/2022/02/07/6-altering-reality/
[2] https://www.macobserver.com/news/vision-internet-2035/
[2] https://www.pewresearch.org/politics/2009/12/21/current-decade-rates-as-worst-in-50-years/
[2] https://www.pewresearch.org/internet/2022/02/07/about-this-canvassing-of-experts-3/
[2] https://www.pewresearch.org/internet/2022/02/07/4-empowering-individuals/
[1] https://www.pewresearch.org/internet/2015/06/26/americans-internet-access-2000-2015/
[1] https://www.pewtrusts.org/en/research-and-analysis/speeches-and-testimony/2021/11/04/how-states-can-use-line-extension-programs-to-expand-high-speed-internet-access

Top URLs in Tweet in G1:
[12] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/
[3] https://www.pewresearch.org/internet/2022/02/07/6-altering-reality/
[2] https://www.pewresearch.org/internet/2022/02/07/4-empowering-individuals/
[2] https://www.pewresearch.org/internet/2022/02/07/about-this-canvassing-of-experts-3/
[2] https://www.pewresearch.org/politics/2009/12/21/current-decade-rates-as-worst-in-50-years/
[2] https://www.macobserver.com/news/vision-internet-2035/
[1] https://www.govwebworks.com/2022/01/25/16-tips-mobile-friendly-services/
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/
[1] https://twitter.com/cryptol82603035/status/1488376116087824386
[1] https://www.pewresearch.org/internet/2022/02/07/4-empowering-individuals/?utm_medium=social&utm_source=twitter

Top URLs in Tweet in G2:
[4] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2015/06/26/americans-internet-access-2000-2015/

Top URLs in Tweet in G5:
[7] https://redint.isri.cu/publicaciones/visions-of-the-internet-in-2035/

Top URLs in Tweet in G6:
[1] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/

Top URLs in Tweet in G8:
[1] https://app.tickettailor.com/authentication/logout?redirectTo=/event/1146325

Top URLs in Tweet in G10:
[1] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] internet
[2] tech
[2] future
[2] innovation
[2] readthebrief
[2] vr
[2] ar
[2] metaverse
[2] stratforduponavon
[1] predictions



Top Hashtags in Tweet in G1:
[3] internet
[2] future
[2] innovation
[1] mobilefriendly
[1] digitechs22a
[1] digitechs22b
[1] vr
[1] virtualreality
[1] ar
[1] augmentedreality

Top Hashtags in Tweet in G2:
[2] readthebrief

Top Hashtags in Tweet in G6:
[1] predictions
[1] tech

Top Hashtags in Tweet in G8:
[2] stratforduponavon
[1] britwres
[1] wrestlingcommunity
[1] britishwrestling
[1] indywrestling
[1] warwickshire

Top Hashtags in Tweet in G10:
[1] ai
[1] vr
[1] ar
[1] metaverse
[1] internet

Top Words
Top Words in Tweet in Entire Graph:
[108] pew
[79] internet
[50] research
[40] center
[38] 2035
[21] piedad16401918
[19] visions
[12] report
[11] experts
[11] marketing

Top Words in Tweet in G1:
[44] pew
[38] internet
[31] research
[30] center
[21] 2035
[15] visions
[11] experts
[9] percent
[9] report
[5] online

Top Words in Tweet in G2:
[11] pew
[9] see
[9] themselves
[8] actually
[8] study
[8] december
[8] 65
[8] app
[8] based
[8] workers

Top Words in Tweet in G3:
[21] piedad16401918
[4] pew_teens_internet
[3] pew_internet_american_life_teens_online

Top Words in Tweet in G5:
[7] pew
[7] research
[7] center
[7] presenta
[7] visión
[7] varios
[7] expertos
[7] mundo
[7] digital
[7] 2035

Top Words in Tweet in G6:
[5] quel
[5] aspect
[5] vie
[5] numérique
[5] pourrait
[5] être
[5] différent
[5] 2035
[5] ce
[5] qu

Top Words in Tweet in G7:
[13] pew
[10] internet
[9] marketing
[8] poo
[8] diarrhea
[7] binance
[7] turd
[6] dog
[6] trump
[5] butt

Top Words in Tweet in G8:
[4] internet
[3] jasonjoshuapro
[3] pew_wrestling
[2] definitely
[2] feel
[2] better
[2] win
[2] title
[2] worry
[2] one

Top Words in Tweet in G9:
[5] nothing
[5] working
[5] makes
[5] feel
[5] good
[5] lol
[5] tired
[5] always
[5] lying
[5] beyonces

Top Words in Tweet in G10:
[4] pew
[4] research
[4] center's
[4] visions
[4] internet
[4] 2035
[4] interviews
[4] 434
[4] people
[4] various

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[48] pew,research
[33] research,center
[19] internet,2035
[17] visions,internet
[14] piedad16401918,piedad16401918
[9] pew,study
[9] see,themselves
[8] pew,pew
[8] internet,marketing
[8] actually,pew

Top Word Pairs in Tweet in G1:
[30] pew,research
[26] research,center
[15] internet,2035
[13] visions,internet
[6] 2035,pew
[4] center,elon
[4] elon,university
[4] university,imagining
[4] imagining,internet
[4] internet,center

Top Word Pairs in Tweet in G2:
[9] see,themselves
[8] actually,pew
[8] pew,study
[8] study,december
[8] december,65
[8] 65,app
[8] app,based
[8] based,workers
[8] workers,see
[8] themselves,independent

Top Word Pairs in Tweet in G3:
[14] piedad16401918,piedad16401918
[4] pew_teens_internet,piedad16401918
[3] pew_internet_american_life_teens_online,piedad16401918

Top Word Pairs in Tweet in G5:
[7] pew,research
[7] research,center
[7] center,presenta
[7] presenta,visión
[7] visión,varios
[7] varios,expertos
[7] expertos,mundo
[7] mundo,digital
[7] digital,2035
[6] redint_cuba,pew

Top Word Pairs in Tweet in G6:
[5] quel,aspect
[5] aspect,vie
[5] vie,numérique
[5] numérique,pourrait
[5] pourrait,être
[5] être,différent
[5] différent,2035
[5] 2035,ce
[5] ce,qu
[5] qu,aujourd

Top Word Pairs in Tweet in G7:
[8] internet,marketing
[6] dog,poo
[5] donald,trump
[4] pork,butt
[4] whey,paint
[4] paint,foot
[4] foot,android
[4] android,bicycling
[4] bicycling,binance
[4] binance,donald

Top Word Pairs in Tweet in G8:
[2] pew_wrestling,definitely
[2] definitely,feel
[2] feel,better
[2] better,win
[2] win,internet
[2] internet,title
[2] title,worry
[2] one,leave
[2] leave,#stratforduponavon
[2] #stratforduponavon,first

Top Word Pairs in Tweet in G9:
[5] nothing,working
[5] working,makes
[5] makes,feel
[5] feel,good
[5] good,lol
[5] lol,tired
[5] always,lying
[5] lying,beyonces
[5] beyonces,internet
[5] internet,pew

Top Word Pairs in Tweet in G10:
[4] pew,research
[4] research,center's
[4] center's,visions
[4] visions,internet
[4] internet,2035
[4] 2035,interviews
[4] interviews,434
[4] 434,people
[4] people,various
[4] various,disciplines

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@piedad16401918
@thekimkavin
@redint_cuba
@metamedia
@faketakedump
@dianagill
@tolumontana
@whittyatlarge
@jasonjoshuapro
@andreaptak

Top Mentioned in G1:
@newworldorder37

Top Mentioned in G2:
@thekimkavin
@dianagill
@andreaptak
@alisondoyle

Top Mentioned in G3:
@piedad16401918

Top Mentioned in G4:
@ekzilo
@michaelbuckelew
@udovleo
@chrisalbon

Top Mentioned in G5:
@redint_cuba

Top Mentioned in G6:
@metamedia

Top Mentioned in G7:
@faketakedump

Top Mentioned in G8:
@jasonjoshuapro
@pew_wrestling
@dannyblack_99
@justjoelando

Top Mentioned in G9:
@tolumontana

Top Mentioned in G10:
@whittyatlarge

Top Tweeters
Top Tweeters in Entire Graph:
@jchapman1729
@laveilletechno
@vrretweeter
@nelsonduartex
@fabfashionista8
@thebarbarienne
@stem_nastics
@uk_daniel_card
@julestw9
@kristerthelin

Top Tweeters in G1:
@jchapman1729
@stem_nastics
@uk_daniel_card
@cichuck
@metaglossia
@macobserver
@rydellio
@focus_factor
@rebuslegalis
@frdsign

Top Tweeters in G2:
@thebarbarienne
@dianagill
@da_hipkatz
@alisondoyle
@dlblumberg
@hinchberger
@thekimkavin
@gailrgordon
@andreaptak

Top Tweeters in G3:
@tinadav63664952
@beccaca83946637
@jodichapel
@sarapet95874267
@robynad24595600
@amymill94216982
@michell41014737
@piedad16401918

Top Tweeters in G4:
@michaelbuckelew
@dtrain22k
@erickherring
@udovleo
@chrisalbon
@ekzilo

Top Tweeters in G5:
@fabfashionista8
@colibrazul10
@josercabanas
@emicuba_
@rdgz_regina98
@redint_cuba

Top Tweeters in G6:
@laveilletechno
@lucspighel
@s_ndour
@metamedia
@kati_bremme

Top Tweeters in G7:
@nelsonduartex
@faketakedump
@buttbot10000
@mpoweredseo
@maskednftpromo

Top Tweeters in G8:
@big_daddy_bot
@justjoelando
@jasonjoshuapro
@dannyblack_99
@pew_wrestling

Top Tweeters in G9:
@fiyinfolu
@tolagbedotcom
@kikiopeo_
@tolumontana
@_fummee

Top Tweeters in G10:
@vrretweeter
@jdakotapowell
@eastvertigo
@whittyatlarge


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