pew internet, Twitter, 7/29/2021 2:29:20 AM, 258998


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pew internet_2021-07-28_19-25-04.xlsx
pew internet_2021-07-28_19-25-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2021
Short Description:
pew internet via NodeXL https://bit.ly/3BR3g7U
@basedbabyyoda
@bhuvaneshchau12
@adrinalynn4
@populismupdates
@pewtrusts
@epicevilmusic
@brian_riedl
@_wtf_woman
@open_wire
@latimes

Top hashtags:
#coronavirus
#broadband
#local
#business
#targeting
#why
#how
#snapchat

Description:
Description
The graph represents a network of 163 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, 29 July 2021 at 02:25 UTC.

The requested start date was Thursday, 29 July 2021 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, 9-hour, 37-minute period from Thursday, 15 July 2021 at 11:54 UTC to Wednesday, 28 July 2021 at 21:32 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 : 163
Unique Edges : 118
Edges With Duplicates : 56
Total Edges : 174
Number of Edge Types : 5
Tweet : 37
Replies to : 15
Mentions : 68
Retweet : 27
MentionsInRetweet : 27
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.00925925925925926
Reciprocated Edge Ratio : 0.018348623853211
Connected Components : 55
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 51
Maximum Edges in a Connected Component : 50
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.816582
Graph Density : 0.00412784973112171
Modularity : 0.631862
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 163 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, 29 July 2021 at 02:25 UTC.

The requested start date was Thursday, 29 July 2021 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, 9-hour, 37-minute period from Thursday, 15 July 2021 at 11:54 UTC to Wednesday, 28 July 2021 at 21:32 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.twitch.tv/vellitharra
[3] https://www.pewresearch.org/internet/fact-sheet/social-media/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[2] https://t.co/Ta1pB3FON9
[2] https://www.pewresearch.org/internet/2019/10/09/americans-and-digital-knowledge/?utm_medium=social&utm_source=twitter
[1] https://twitter.com/yesnicksearcy/status/1420178677283704832
[1] https://twitter.com/aramagecmisipod/status/1419694801339961347
[1] https://www.pewresearch.org/internet/fact-sheet/mobile/
[1] https://www.affordablecollegesonline.org/college-resource-center/news/how-have-rural-students-fared-during-the-pandemic/
[1] https://www.latimes.com/california/story/2021-07-25/telehealth-equity-pandemic-clinics

Top URLs in Tweet in G1:
[1] https://www.americamagazine.org/content/dispatches/pew-looks-state-mexicos-catholics

Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/internet/fact-sheet/social-media/
[1] https://www.pewresearch.org/internet/2017/03/29/the-future-of-free-speech-trolls-anonymity-and-fake-news-online/
[1] https://twitter.com/chrisklomp/status/1415601116532940800
[1] https://www.gettr.com/post/p3r679
[1] https://www.pewresearch.org/internet/2021/02/18/experts-say-the-new-normal-in-2025-will-be-far-more-tech-driven-presenting-more-big-challenges/
[1] https://t.me/moteww
[1] https://www.pewresearch.org/internet/2017/07/11/online-harassment-2017/
[1] https://www.pewresearch.org/internet/2021/06/03/mobile-technology-and-home-broadband-2021/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.communitytechnetwork.org/blog/new-research-offers-updated-statistics-on-digital-divide/
[1] https://www.cnbc.com/2021/07/24/the-us-is-deciding-how-to-respond-to-chinas-digital-yuan.html

Top URLs in Tweet in G4:
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/

Top URLs in Tweet in G5:
[1] https://www.twitch.tv/adrinalynn

Top URLs in Tweet in G6:
[2] https://t.co/Ta1pB3FON9

Top URLs in Tweet in G8:
[1] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] coronavirus
[4] broadband
[1] local
[1] business
[1] targeting
[1] why
[1] how
[1] snapchat
[1] digitaldivide
[1] ctn



Top Hashtags in Tweet in G2:
[1] pew
[1] elon
[1] ethical
[1] ai
[1] socialmedia
[1] 海口外围
[1] broadband
[1] digitaldivide
[1] ctn
[1] local

Top Hashtags in Tweet in G5:
[1] twitch
[1] justchatting
[1] greasygamer
[1] getwetgamer
[1] truecrime
[1] coffee
[1] fortnite
[1] 420friendly
[1] safespace
[1] dixper

Top Hashtags in Tweet in G6:
[5] coronavirus
[2] broadband

Top Words
Top Words in Tweet in Entire Graph:
[84] pew
[66] internet
[32] research
[14] 18
[14] center
[13] use
[12] according
[12] americans
[11] media
[9] 30

Top Words in Tweet in G1:
[3] dat

Top Words in Tweet in G2:
[26] pew
[18] internet
[14] research
[8] center
[7] americans
[5] use
[5] social
[5] media
[4] american
[4] life

Top Words in Tweet in G3:
[3] hain
[2] aur
[2] problem
[2] nahi

Top Words in Tweet in G4:
[6] internet
[6] use
[6] age
[6] according
[6] pew
[6] research
[6] changes
[6] 2019
[6] 18
[6] 29

Top Words in Tweet in G5:
[12] pew
[6] 18
[6] sunday
[6] god
[6] mod
[6] internet
[6] back
[6] running
[6] start
[6] chitchat

Top Words in Tweet in G6:
[5] online
[5] classes
[5] teleworking
[5] streaming
[5] services
[5] made
[5] internet
[5] essential
[5] during
[5] #coronavirus

Top Words in Tweet in G7:
[2] trust

Top Words in Tweet in G8:
[4] population
[4] creates
[4] 90
[4] tweets
[4] twitter
[4] still
[4] matters
[4] leading
[4] indicator
[3] brian_riedl

Top Words in Tweet in G9:
[2] evidence

Top Words in Tweet in G10:
[2] vídeo
[2] uma

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] pew,research
[16] pew,pew
[13] research,center
[11] according,pew
[6] social,media
[6] internet,use
[6] use,age
[6] age,according
[6] research,changes
[6] changes,2019

Top Word Pairs in Tweet in G2:
[10] pew,research
[7] research,center
[5] pew,internet
[4] internet,american
[4] american,life
[4] social,media
[3] adoption,united
[3] united,states
[3] states,pew
[3] americans,use

Top Word Pairs in Tweet in G3:
[2] problem,nahi

Top Word Pairs in Tweet in G4:
[6] internet,use
[6] use,age
[6] age,according
[6] according,pew
[6] pew,research
[6] research,changes
[6] changes,2019
[6] 2019,18
[6] 18,29
[6] 29,99

Top Word Pairs in Tweet in G5:
[6] 18,sunday
[6] sunday,pew
[6] pew,pew
[6] pew,god
[6] god,mod
[6] mod,internet
[6] internet,back
[6] back,running
[6] running,start
[6] start,chitchat

Top Word Pairs in Tweet in G6:
[5] online,classes
[5] classes,teleworking
[5] teleworking,streaming
[5] streaming,services
[5] services,made
[5] made,internet
[5] internet,essential
[5] essential,during
[5] during,#coronavirus
[5] #coronavirus,pandemic

Top Word Pairs in Tweet in G8:
[4] population,creates
[4] creates,90
[4] 90,tweets
[4] tweets,twitter
[4] twitter,still
[4] still,matters
[4] matters,leading
[4] leading,indicator
[3] brian_riedl,population
[3] indicator,outsi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@populismupdates
@adrinalynn4
@pewtrusts
@brian_riedl
@latimes
@vellitharra
@km_dewit
@browniesaysarf
@mokelly1066
@felipeneto

Top Mentioned in G1:
@urker10
@henk382
@jaapwessel
@jokebruis38
@roses35918648
@zonietdanalsnog
@koning_rogier
@bourgonje
@buzztruus
@sebbenthem

Top Mentioned in G3:
@siddhantsengar1
@animaburman
@rajdeep18
@saedkhn
@muhamma91135997
@amrullahsaleh2

Top Mentioned in G4:
@populismupdates

Top Mentioned in G5:
@adrinalynn4

Top Mentioned in G6:
@pewtrusts
@km_dewit

Top Mentioned in G7:
@pew_pew_cachoo
@nate_mcmurray

Top Mentioned in G8:
@brian_riedl

Top Mentioned in G9:
@iiuva
@drsimonegold

Top Mentioned in G10:
@felipeneto

Top Tweeters
Top Tweeters in Entire Graph:
@astwisa
@mrkalman
@k810mt
@latimes
@jeffreadwrite
@obraeckenssieck
@ger2591
@renoperative_
@fortnitefollows
@inanedragon

Top Tweeters in G1:
@obraeckenssieck
@ger2591
@eennederland
@sjaak_jacq
@010wijk11
@cr1t1calth1nk3r
@jokebruis38
@knorretje008
@pverkaik1
@dianebernaerts

Top Tweeters in G2:
@mrkalman
@jeffreadwrite
@renoperative_
@9wireless
@euonymous
@extrm8or
@bruceanderson
@terryleague
@socialmedialcs
@rajatadvai

Top Tweeters in G3:
@saedkhn
@muhamma91135997
@babar3111
@amrullahsaleh2
@animaburman
@rajdeep18
@siddhantsengar1
@bhuvaneshchau12

Top Tweeters in G4:
@populismupdates
@thecdnwatch
@thelastcall02
@scrollert
@trunembrak
@roundmw

Top Tweeters in G5:
@fortnitefollows
@greasygamerhype
@liliaa_rt
@adrinalynn4
@otter_eli
@strikez07578046

Top Tweeters in G6:
@pewtrusts
@pewstates
@phlyydiva
@wsulorena
@km_dewit

Top Tweeters in G7:
@nate_mcmurray
@epicevilmusic
@pew_pew_cachoo
@theleakonasa

Top Tweeters in G8:
@amara_magick
@leah79886491
@nomi1310
@brian_riedl

Top Tweeters in G9:
@_wtf_woman
@david_internet
@drsimonegold
@iiuva

Top Tweeters in G10:
@felipeneto
@xouvanna
@eicarolmoraees


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