pew internet, Twitter, 7/7/2022 10:17:47 PM, 279148


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pew internet_2022-07-06_18-56-00.xlsx
pew internet_2022-07-06_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 07, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3ypapeT
@professorf
@yanosen_jp
@willzthaking
@evankirstel
@omachoalpha
@paraboliccrypt1
@fox13seattle
@cloudyrainyday1
@pewtrusts
@dreig

Top hashtags:
#metaverse
#ai
#ar
#vr
#blockchain
#labsterchat
#istelive
#crypto

Description:
Description
The graph represents a network of 179 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, 07 July 2022 at 01:56 UTC.

The requested start date was Thursday, 07 July 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, 4-hour, 7-minute period from Thursday, 23 June 2022 at 14:56 UTC to Wednesday, 06 July 2022 at 19:03 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 : 179
Unique Edges : 115
Edges With Duplicates : 142
Total Edges : 257
Number of Edge Types : 5
Replies to : 12
Mentions : 29
Retweet : 64
MentionsInRetweet : 77
Tweet : 75
Self-Loops : 79
Reciprocated Vertex Pair Ratio : 0.0175438596491228
Reciprocated Edge Ratio : 0.0344827586206897
Connected Components : 84
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 9
Maximum Edges in a Connected Component : 29
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.160059
Graph Density : 0.0036407005209968
Modularity : 0.555451
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 179 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, 07 July 2022 at 01:56 UTC.

The requested start date was Thursday, 07 July 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, 4-hour, 7-minute period from Thursday, 23 June 2022 at 14:56 UTC to Wednesday, 06 July 2022 at 19:03 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:
[44] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[4] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/?ref=refind
[3] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/?utm_campaign=trends_prc___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=pewresearch_general____stattile_&utm_term=___
[2] https://www.pewresearch.org/internet/2021/01/13/the-state-of-online-harassment/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://stephenslighthouse.com/2022/07/05/pew-the-metaverse-in-2040/
[1] https://www.techmeme.com/220703/p4
[1] https://www.nytimes.com/es/2022/06/26/espanol/internet-desconectarse-emma-lembke.html?referringSource=articleShare
[1] https://twitter.com/flaviogordon/status/1543546186992418816

Top URLs in Tweet in G1:
[24] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[3] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/2022/02/07/5-changing-economic-life-and-work/
[1] https://www.rfi.fr/en/macron-s-awkward-moment-with-zelensky-becomes-internet-meme?dicbo=v2-727f671a309082d90b942ccbc30a714c
[1] https://replug.link/7a662940
[1] https://www.pewresearch.org/internet/2017/08/10/the-fate-of-online-trust-in-the-next-decade/
[1] https://www.fox29.com/news/non-tech-savvy-seniors-unable-to-take-advantage-of-digital-coupons-study-finds?taid=62ba40ff7240840001f3716e&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.fox13news.com/news/non-tech-savvy-seniors-unable-to-take-advantage-of-digital-coupons-study-finds?taid=62ba45ad83e94e00014c63a3&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.twitch.tv/jsgcosplay
[1] https://www.fox5ny.com/news/non-tech-savvy-seniors-unable-to-take-advantage-of-digital-coupons-study-finds?taid=62ba53be83e94e00014c66ba&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter

Top URLs in Tweet in G3:
[1] https://www.pewresearch.org/religion/2022/05/06/americas-abortion-quandary/

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/

Top URLs in Tweet in G6:
[4] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/?ref=refind

Top URLs in Tweet in G7:
[1] https://twitter.com/flaviogordon/status/1543546186992418816

Top URLs in Tweet in G9:
[3] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/?utm_campaign=trends_prc___pewfacts_____&utm_source=twitter_trusts&utm_medium=social&utm_content=pewresearch_general____stattile_&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 G10:
[1] https://www.q13fox.com/news/non-tech-savvy-seniors-unable-to-take-advantage-of-digital-coupons-study-finds?taid=62bb1afa83e94e00014c8ca6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.q13fox.com/news/non-tech-savvy-seniors-unable-to-take-advantage-of-digital-coupons-study-finds?taid=62ba44837240840001f37201&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15] metaverse
[5] ai
[5] ar
[5] vr
[5] blockchain
[5] labsterchat
[5] istelive
[3] crypto
[3] socialmediaday
[2] pew



Top Hashtags in Tweet in G1:
[5] metaverse
[2] pew
[1] workers
[1] futureofwork
[1] zelensky
[1] putin
[1] macron
[1] backboris
[1] slavaukraini
[1] brexit

Top Hashtags in Tweet in G9:
[3] socialmediaday

Top Hashtags in Tweet in G10:
[2] fox13

Top Words
Top Words in Tweet in Entire Graph:
[132] pew
[89] research
[60] internet
[59] center
[54] 2040
[53] metaverse
[22] study
[20] use
[20] those
[19] 2021

Top Words in Tweet in G1:
[49] pew
[40] research
[31] metaverse
[30] center
[27] 2040
[20] internet
[11] use
[10] study
[10] those
[9] 2021

Top Words in Tweet in G2:
[4] _stitxh
[4] divanoboss
[4] ademolaonline
[4] segalink
[4] lettdbelight
[4] emex3j
[4] defense
[4] aa
[4] place
[4] abundance

Top Words in Tweet in G3:
[10] pew
[10] believe
[10] abortion
[9] interesting
[9] survey
[9] social
[9] media
[9] majority
[9] favor
[9] unrestricted

Top Words in Tweet in G4:
[8] pew
[8] research
[8] centerというシンクタンクが
[8] メタバースに関する報告書を出しています
[8] いろいろな業界の関係者のコメントが掲載されているのが面白いですが
[8] 200ページもあるので目を通すだけで大変です
[8] 笑
[7] yanosen_jp

Top Words in Tweet in G6:
[5] pew
[5] research
[4] evankirstel
[4] metaverse
[4] 2040
[4] center
[2] percent

Top Words in Tweet in G7:
[6] quem
[6] gosta
[6] fila
[6] formiga
[6] quando
[6] eu
[6] quero
[6] livro
[6] compro
[6] pela

Top Words in Tweet in G8:
[2] controversy

Top Words in Tweet in G9:
[6] re
[4] pewtrusts
[3] happy
[3] #socialmediaday
[3] reading
[3] tweet
[3] american
[3] part
[3] fact
[3] covid

Top Words in Tweet in G10:
[6] 2021
[6] study
[6] pew
[6] research
[6] center
[6] showed
[6] 39
[6] those
[6] 65
[6] older

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] pew,research
[58] research,center
[45] metaverse,2040
[30] 2040,pew
[18] study,pew
[17] 2021,study
[17] center,showed
[17] showed,39
[17] 39,those
[17] those,65

Top Word Pairs in Tweet in G1:
[37] pew,research
[29] research,center
[25] metaverse,2040
[14] 2040,pew
[11] use,internet
[10] study,pew
[9] 2021,study
[9] center,showed
[9] showed,39
[9] 39,those

Top Word Pairs in Tweet in G2:
[4] _stitxh,divanoboss
[4] divanoboss,ademolaonline
[4] ademolaonline,segalink
[4] segalink,lettdbelight
[4] lettdbelight,emex3j
[4] emex3j,defense
[4] defense,aa
[4] aa,place
[4] place,abundance
[3] younitybyfogg,_stitxh

Top Word Pairs in Tweet in G3:
[9] interesting,pew
[9] pew,survey
[9] survey,social
[9] social,media
[9] media,believe
[9] believe,majority
[9] majority,favor
[9] favor,unrestricted
[9] unrestricted,abortion
[8] professorf,interesting

Top Word Pairs in Tweet in G4:
[8] pew,research
[8] research,centerというシンクタンクが
[8] centerというシンクタンクが,メタバースに関する報告書を出しています
[8] メタバースに関する報告書を出しています,いろいろな業界の関係者のコメントが掲載されているのが面白いですが
[8] いろいろな業界の関係者のコメントが掲載されているのが面白いですが,200ページもあるので目を通すだけで大変です
[8] 200ページもあるので目を通すだけで大変です,笑
[7] yanosen_jp,pew

Top Word Pairs in Tweet in G6:
[5] pew,research
[4] metaverse,2040
[4] 2040,pew
[4] research,center
[3] evankirstel,metaverse

Top Word Pairs in Tweet in G7:
[6] quem,gosta
[6] gosta,fila
[6] fila,formiga
[6] formiga,quando
[6] quando,eu
[6] eu,quero
[6] quero,livro
[6] livro,compro
[6] compro,pela
[6] pela,internet

Top Word Pairs in Tweet in G9:
[3] happy,#socialmediaday
[3] #socialmediaday,re
[3] re,reading
[3] reading,tweet
[3] tweet,american
[3] american,re
[3] re,part
[3] part,fact
[3] covid,19
[3] 19,highlighted

Top Word Pairs in Tweet in G10:
[6] 2021,study
[6] study,pew
[6] pew,research
[6] research,center
[6] center,showed
[6] showed,39
[6] 39,those
[6] those,65
[6] 65,older
[6] older,smartphone

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@professorf
@yanosen_jp
@pdh_metaverse
@omachoalpha
@evankirstel
@divanoboss
@ademolaonline
@segalink
@lettdbelight
@emex3j

Top Mentioned in G2:
@divanoboss
@ademolaonline
@segalink
@lettdbelight
@emex3j
@younitybyfogg
@_stitxh

Top Mentioned in G3:
@professorf

Top Mentioned in G4:
@yanosen_jp

Top Mentioned in G5:
@chrissamiam51
@darrell_faz
@fuindividual1
@pilotgreg11
@desertlife88

Top Mentioned in G6:
@evankirstel
@ospolicing

Top Mentioned in G7:
@omachoalpha

Top Mentioned in G8:
@silvadoesart
@itsaminori
@vtubercringe

Top Mentioned in G9:
@pewtrusts

Top Mentioned in G10:
@fox13seattle

Top Tweeters
Top Tweeters in Entire Graph:
@ee
@evankirstel
@mrkalman
@leobalmantt
@jchapman1729
@dcsbeledaniele
@fox10phoenix
@xeronbot
@omachoalpha
@fox29philly

Top Tweeters in G1:
@mrkalman
@jchapman1729
@fox10phoenix
@fox29philly
@fox26houston
@fox7austin
@fox13news
@fox4
@fox5ny
@louise01067

Top Tweeters in G2:
@segalink
@lettdbelight
@king_arbdoul
@kabiroduola
@divanoboss
@ademolaonline
@emex3j
@younitybyfogg
@_stitxh

Top Tweeters in G3:
@mrx_uni
@imaconsumer
@professorf
@prodigiousmrsb
@gregr209
@osakabenleo
@puddytat77042
@tim_pt
@researchronin

Top Tweeters in G4:
@z_zabaglione
@otsune
@onotchi_
@yanosen_jp
@queue_sys
@kuroly7
@the_nyaamament
@gtemple5_w2

Top Tweeters in G5:
@willzthaking
@desertlife88
@fuindividual1
@pilotgreg11
@darrell_faz
@chrissamiam51
@censortracker

Top Tweeters in G6:
@evankirstel
@ericserati68
@belinuxo
@ldnanytime
@sipokamlu
@ospolicing
@paraboliccrypt1

Top Tweeters in G7:
@leobalmantt
@dcsbeledaniele
@omachoalpha
@livrobot
@marcusrocha1986
@opala69

Top Tweeters in G8:
@vtubercringe
@hiroyuki9899
@silvadoesart
@cloudyrainyday1
@itsaminori

Top Tweeters in G9:
@metalsolter
@sunstatement
@pewtrusts
@buddyfromnj
@wvspindoc

Top Tweeters in G10:
@fox13seattle
@dawnegray3
@cliffhop
@therealericyang
@hrsilverman


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