pew internet, Twitter, 9/1/2022 2:01:52 AM, 281044


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pew internet_2022-08-31_18-56-00.xlsx
pew internet_2022-08-31_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 01, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3Q7j4cy
@spideycyp_155
@elonmusk
@billym2k
@1stforall
@divineluo
@sciguyspace
@rafa_zanatta
@curlyshinobi
@inbroadband
@kew_pew

Top hashtags:
#socialmedia
#tiktok
#spacex
#tesla
#internet
#youtube
#mechwarrioronline
#edtech

Description:
Description
The graph represents a network of 153 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, 01 September 2022 at 01:56 UTC.

The requested start date was Thursday, 01 September 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, 15-hour, 0-minute period from Thursday, 18 August 2022 at 06:52 UTC to Wednesday, 31 August 2022 at 21:52 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 : 153
Unique Edges : 116
Edges With Duplicates : 138
Total Edges : 254
Number of Edge Types : 5
Tweet : 56
Retweet : 60
MentionsInRetweet : 104
Mentions : 24
Replies to : 10
Self-Loops : 57
Reciprocated Vertex Pair Ratio : 0.016
Reciprocated Edge Ratio : 0.031496062992126
Connected Components : 71
Single-Vertex Connected Components : 37
Maximum Vertices in a Connected Component : 30
Maximum Edges in a Connected Component : 110
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.537822
Graph Density : 0.0054609563123495
Modularity : 0.510714
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 153 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, 01 September 2022 at 01:56 UTC.

The requested start date was Thursday, 01 September 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, 15-hour, 0-minute period from Thursday, 18 August 2022 at 06:52 UTC to Wednesday, 31 August 2022 at 21:52 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:
[20] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[3] https://techcrunch.com/2022/08/11/teens-abandoned-facebook-pew-study/
[2] https://www.youtube.com/watch?v=avU4G1akaao&feature=youtu.be

[2] https://twitch.tv/elded
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_medium=social&utm_source=twitter
[1] https://www.nytimes.com/2022/08/31/technology/pew-misinformation-major-threat.html?smid=nytcore-ios-share&referringSource=articleShare
[1] https://www.weforum.org/agenda/2022/08/social-media-internet-online-teenagers-screens-us/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.weforum.org/agenda/2022/08/internet-online-teenagers-screens-us/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/windsormorning/status/1564923451378393088
[1] https://www.weforum.org/agenda/2022/08/internet-online-teenagers-screens-us/

Top URLs in Tweet in G1:
[12] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/?utm_content=bufferd057e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/feed/update/urn:li:share:6967013183341441025
[1] https://twitch.tv/Becca_mtbc
[1] https://www.pewresearch.org/internet/2021/12/08/the-state-of-gig-work-in-2021/
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/?utm_source=Pew+Research+Center&utm_campaign=dabe3b7bf5-Internet-Science_2022_08_10&utm_medium=email&utm_term=0_3e953b9b70-dabe3b7bf5-400952994
[1] https://www.indiatoday.in/movies/celebrities/story/kartik-aaryan-sweetly-comforts-and-hugs-a-crying-fan-internet-is-all-heart-1992687-2022-08-26?utm_source=rss
[1] https://trib.al/YSNI3Ot

Top URLs in Tweet in G4:
[3] https://techcrunch.com/2022/08/11/teens-abandoned-facebook-pew-study/

Top URLs in Tweet in G8:
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-does-the-internet-work-and-what-are-the-implications-for-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-broadband-infrastructure-gets-built?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-americans-connect-to-the-internet?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____stattile_&utm_term=___

Top URLs in Tweet in G9:
[2] https://www.youtube.com/watch?v=avU4G1akaao&feature=youtu.be


Top URLs in Tweet in G10:
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-americans-connect-to-the-internet

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] socialmedia
[3] tiktok
[3] spacex
[3] tesla
[2] internet
[2] youtube
[2] mechwarrioronline
[2] edtech
[2] iloveedtech
[2] teens



Top Hashtags in Tweet in G1:
[3] socialmedia
[3] tiktok
[2] teens
[2] youtube
[2] internet
[1] fb
[1] ig
[1] snapchat
[1] technology
[1] trends

Top Hashtags in Tweet in G2:
[3] spacex
[3] tesla

Top Hashtags in Tweet in G6:
[1] smashingstyle

Top Hashtags in Tweet in G10:
[1] indianabroadbandoffice
[1] ibo
[1] indianabroadband
[1] connectindiana
[1] pew

Top Words
Top Words in Tweet in Entire Graph:
[121] pew
[115] internet
[59] call
[48] research
[45] study
[45] drops
[44] teens
[38] center
[36] use
[35] phone

Top Words in Tweet in G1:
[40] pew
[24] research
[21] internet
[18] teens
[18] center
[15] use
[9] social
[9] media
[8] time
[7] online

Top Words in Tweet in G2:
[59] call
[45] internet
[45] drops
[33] study
[33] pew
[33] 72
[33] cell
[33] phone
[33] owners
[33] experienced

Top Words in Tweet in G3:
[3] pew

Top Words in Tweet in G4:
[19] use
[14] teens
[8] pew
[8] research
[8] center
[8] study
[8] shows
[8] gen
[8] internet
[8] rise

Top Words in Tweet in G5:
[11] pesquisa
[6] uma
[5] hoje
[5] cetic
[5] centro
[5] criado
[5] apoio
[5] comitê
[5] gestor
[5] internet

Top Words in Tweet in G6:
[4] grind
[4] continues
[4] smashing
[4] one
[4] weekend
[4] saturday
[4] pew_wrestling
[4] coming
[4] internet
[3] smashingmike_s1

Top Words in Tweet in G7:
[2] pew
[2] pewing
[2] apex
[2] internet
[2] servers
[2] nahhh
[2] shawty
[2] lol
[2] okay
[2] thank

Top Words in Tweet in G8:
[6] internet
[4] twitter
[2] pewstates
[2] logged
[2] phone
[2] computer
[2] check
[2] understanding
[2] broadband
[2] policies

Top Words in Tweet in G9:
[2] youtube
[2] negatives
[2] digital
[2] life
[2] pew
[2] research
[2] center
[2] technology
[2] experts

Top Words in Tweet in G10:
[4] internet
[3] connect
[3] article
[3] pew
[3] explains
[3] connectivity
[3] options
[3] wired
[3] wireless
[2] inbroadband

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[47] pew,research
[45] call,drops
[36] research,center
[35] pew,internet
[34] study,pew
[33] internet,72
[33] 72,cell
[33] cell,phone
[33] phone,owners
[33] owners,experienced

Top Word Pairs in Tweet in G1:
[23] pew,research
[17] research,center
[9] social,media
[7] use,internet
[6] technology,2022
[5] teens,use
[5] teens,social
[5] media,technology
[5] 2022,pew
[4] 13,17

Top Word Pairs in Tweet in G2:
[45] call,drops
[33] study,pew
[33] pew,internet
[33] internet,72
[33] 72,cell
[33] cell,phone
[33] phone,owners
[33] owners,experienced
[33] experienced,call
[33] drops,apart

Top Word Pairs in Tweet in G3:
[2] pew,pew

Top Word Pairs in Tweet in G4:
[8] pew,research
[8] research,center
[8] center,study
[8] study,shows
[8] shows,gen
[8] gen,internet
[8] internet,use
[8] use,rise
[8] rise,teens
[8] teens,facebook

Top Word Pairs in Tweet in G5:
[6] uma,pesquisa
[5] hoje,cetic
[5] cetic,centro
[5] centro,pesquisa
[5] pesquisa,criado
[5] criado,apoio
[5] apoio,comitê
[5] comitê,gestor
[5] gestor,internet
[5] internet,unesco

Top Word Pairs in Tweet in G6:
[4] grind,continues
[4] continues,smashing
[4] smashing,one
[4] one,weekend
[4] weekend,saturday
[4] saturday,pew_wrestling
[4] pew_wrestling,coming
[4] coming,internet
[3] smashingmike_s1,grind
[3] internet,champion

Top Word Pairs in Tweet in G7:
[2] pew,pewing
[2] pewing,apex
[2] apex,internet
[2] internet,servers
[2] servers,nahhh
[2] nahhh,shawty
[2] shawty,lol
[2] lol,okay
[2] okay,thank

Top Word Pairs in Tweet in G8:
[2] logged,phone
[2] phone,computer
[2] computer,check
[2] check,twitter
[2] twitter,understanding
[2] understanding,internet
[2] broadband,policies
[2] logging,video
[2] video,meeting
[2] meeting,searching

Top Word Pairs in Tweet in G9:
[2] youtube,negatives
[2] negatives,digital
[2] digital,life
[2] life,pew
[2] pew,research
[2] research,center
[2] center,technology
[2] technology,experts

Top Word Pairs in Tweet in G10:
[3] connect,internet
[3] internet,article
[3] article,pew
[3] pew,explains
[3] explains,connectivity
[3] connectivity,options
[3] options,wired
[3] wired,wireless
[2] inbroadband,connect

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@spideycyp_155
@elonmusk
@billym2k
@sciguyspace
@1stforall
@pew_wrestling
@rafa_zanatta
@smashingmike_s1
@spacex
@pewstates

Top Mentioned in G1:
@lunamoth

Top Mentioned in G2:
@spideycyp_155
@elonmusk
@billym2k
@sciguyspace
@spacex

Top Mentioned in G3:
@cultonscovia
@isacmpanga
@bugandaofficial
@bbstvug

Top Mentioned in G4:
@1stforall

Top Mentioned in G5:
@rafa_zanatta

Top Mentioned in G6:
@pew_wrestling
@smashingmike_s1
@ignitewrespro

Top Mentioned in G7:
@curlyshinobi
@blacksnackz_
@evensyaxo

Top Mentioned in G8:
@pewstates

Top Mentioned in G9:
@youtube
@jimmyroybloom

Top Mentioned in G10:
@inbroadband

Top Tweeters
Top Tweeters in Entire Graph:
@gambiste1
@jimmyroybloom
@el_pais
@godfrey_g_
@nytimes
@holliejoyjoy
@jennykim
@tinu
@lulu742
@lunamoth

Top Tweeters in G1:
@lunamoth
@horanytaban
@yesonline
@candicerose
@theclalliance
@steffikowalski
@drjackievolk
@captaind2usa
@socialcompany
@welkaim

Top Tweeters in G2:
@gambiste1
@godfrey_g_
@jackspa84167797
@doge4faithful
@sciguyspace
@moon_crater1
@billym2k
@harrytiffanyiv
@savelibertyus
@elonmusk

Top Tweeters in G3:
@bbstvug
@gabrielbuule
@isacmpanga
@bugandaofficial
@cultonscovia
@divineluo

Top Tweeters in G4:
@holliejoyjoy
@lulu742
@amyslayer
@ohlistic
@1stforall
@paduraru_oxana

Top Tweeters in G5:
@yagocsn_
@milescoltraneb
@raquelrecuero
@rafa_zanatta
@heloamparo

Top Tweeters in G6:
@pew_wrestling
@jjacksonheart1
@smashingmike_s1
@ignitewrespro

Top Tweeters in G7:
@evensyaxo
@krushwax1984
@curlyshinobi
@blacksnackz_

Top Tweeters in G8:
@jennykim
@pewstates
@delegatedaniel

Top Tweeters in G9:
@jimmyroybloom
@youtube
@deborahleaguefa

Top Tweeters in G10:
@slstenberg
@mcknztech
@inbroadband