pew internet, Twitter, 10/6/2022 2:01:07 AM, 282437


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pew internet_2022-10-05_18-56-00.xlsx
pew internet_2022-10-05_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 06, 2022
Short Description:
pew internet via NodeXL https://bit.ly/3ylgUQK
@reainathand
@surfingpunk
@internet_tlcm
@doloboricua
@simonhvb1
@rolandboyle6
@c_coolidge
@major_major987
@askwpgirl
@meeshchannel

Top hashtags:
#coti
#djed
#cardanocommunity
#diw2022
#digitalequitynow
#treasury
#stake

Description:
Description
The graph represents a network of 198 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, 06 October 2022 at 01:56 UTC.

The requested start date was Thursday, 06 October 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, 9-hour, 34-minute period from Thursday, 22 September 2022 at 11:33 UTC to Wednesday, 05 October 2022 at 21:07 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 : 198
Unique Edges : 143
Edges With Duplicates : 88
Total Edges : 231
Number of Edge Types : 5
Mentions : 94
Retweet : 33
MentionsInRetweet : 35
Tweet : 43
Replies to : 26
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.0142857142857143
Reciprocated Edge Ratio : 0.028169014084507
Connected Components : 65
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 46
Maximum Edges in a Connected Component : 45
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.774425
Graph Density : 0.00364046556939958
Modularity : 0.641531
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 198 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, 06 October 2022 at 01:56 UTC.

The requested start date was Thursday, 06 October 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, 9-hour, 34-minute period from Thursday, 22 September 2022 at 11:33 UTC to Wednesday, 05 October 2022 at 21:07 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:
[4] https://twitch.tv/ohheyrae
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewtrusts.org/en/research-and-analysis/fact-sheets/2022/07/how-do-speed-infrastructure-access-and-adoption-inform-broadband-policy?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____stattile_&utm_term=___
[1] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/09/20/the-next-step-in-building-the-future-of-broadband?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[1] https://www.google.com/imgres?imgurl=https://www.pewresearch.org/internet/wp-content/uploads/sites/9/2021/06/PI_21.06.16_EthicalAI_featured.png&imgrefurl=https://www.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/&tbnid=bpFq0G3PULo4NM&vet=1&docid=cGB20-xRJanOSM&w=1400&h=788&source=sh/x/im
[1] https://www.pewresearch.org/internet/2016/08/15/the-hashtag-blacklivesmatter-emerges-social-activism-on-twitter/
[1] https://www.pewresearch.org/topic/internet-technology/platforms-services/social-media/twitter/
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Top URLs in Tweet in G2:
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitch.tv/LawlessJane
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://twitter.com/UpdateHLD/status/1573431608581017614
[1] https://www.pewresearch.org/internet/2020/06/30/its-all-just-history-repeating-itself/
[1] https://twitter.com/RoxyTall/status/1573833551610449921
[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.lamescolanza.com/2022/09/27/i-ragazzi-americani-vanno-matti-per-tik-tok/
[1] https://www.pewresearch.org/fact-tank/2022/09/08/payment-apps-like-venmo-and-cash-app-bring-convenience-and-security-concerns-to-some-users/
[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/

Top URLs in Tweet in G5:
[1] https://www.pewresearch.org/topic/internet-technology/platforms-services/social-media/twitter/
[1] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/

Top URLs in Tweet in G9:
[1] https://www.pewresearch.org/internet/2015/09/15/libraries-at-the-crossroads/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] coti
[14] djed
[14] cardanocommunity
[2] diw2022
[2] digitalequitynow
[1] treasury
[1] stake
[1] cardano
[1] stablecoin
[1] streaming



Top Hashtags in Tweet in G2:
[1] envtuber
[1] vtuber
[1] vtuberuprising
[1] socialmedia
[1] americani
[1] hispanicheritagemonth
[1] digitalequity
[1] streaming
[1] todayonplay
[1] streamingfirststrategy

Top Hashtags in Tweet in G3:
[14] coti
[14] djed
[14] cardanocommunity
[1] treasury
[1] stake
[1] cardano
[1] stablecoin

Top Words
Top Words in Tweet in Entire Graph:
[92] pew
[70] internet
[45] research
[29] soon
[16] americans
[16] center
[16] announcement
[15] major
[15] gonna
[14] use

Top Words in Tweet in G1:
[2] pew

Top Words in Tweet in G2:
[40] pew
[24] internet
[21] research
[9] center
[8] more
[6] ze
[6] use
[4] percent
[4] technology
[4] media

Top Words in Tweet in G3:
[28] soon
[14] #coti
[14] major
[14] enterprise
[14] announcement
[14] #djed
[14] gonna
[14] happen
[14] coti
[14] #cardanocommunity

Top Words in Tweet in G4:
[3] internet_tlcm
[3] pew
[2] saidabi14
[2] ibnghaznavi
[2] wasimsuhayl_tv
[2] research
[2] statistics
[2] according

Top Words in Tweet in G5:
[6] twitter
[5] pewresearch
[3] elonmusk
[3] larckeningxuruo
[3] pew
[3] research
[3] center
[2] topic
[2] report

Top Words in Tweet in G6:
[2] over

Top Words in Tweet in G7:
[3] pew
[2] apex

Top Words in Tweet in G8:
[4] internet
[3] use
[2] teddiathena
[2] whitehouse
[2] markmerizan
[2] pew
[2] research
[2] center
[2] 11
[2] adults

Top Words in Tweet in G9:
[5] according
[5] pew
[5] research
[5] libraries
[5] help
[5] support
[5] local
[5] business
[5] schools
[5] low

Top Words in Tweet in G10:
[3] ctercermundista
[3] opinión
[3] pepe
[3] pew
[3] internet
[3] cancelar
[2] hacen
[2] amigo
[2] amo
[2] tus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] pew,research
[15] pew,pew
[15] research,center
[14] #coti,major
[14] major,enterprise
[14] enterprise,announcement
[14] announcement,soon
[14] soon,#djed
[14] #djed,soon
[14] soon,gonna

Top Word Pairs in Tweet in G2:
[20] pew,research
[8] research,center
[7] pew,pew
[3] social,media
[3] according,pew
[2] research,study
[2] pew,internet
[2] americans,use
[2] experts,normal
[2] normal,2025

Top Word Pairs in Tweet in G3:
[14] #coti,major
[14] major,enterprise
[14] enterprise,announcement
[14] announcement,soon
[14] soon,#djed
[14] #djed,soon
[14] soon,gonna
[14] gonna,happen
[14] happen,coti
[14] coti,#cardanocommunity

Top Word Pairs in Tweet in G4:
[2] saidabi14,ibnghaznavi
[2] ibnghaznavi,wasimsuhayl_tv
[2] wasimsuhayl_tv,internet_tlcm
[2] internet_tlcm,pew
[2] pew,research

Top Word Pairs in Tweet in G5:
[3] elonmusk,larckeningxuruo
[3] larckeningxuruo,twitter
[3] pew,research
[3] research,center
[3] center,pewresearch
[2] twitter,pewresearch
[2] pewresearch,report

Top Word Pairs in Tweet in G7:
[2] pew,pew

Top Word Pairs in Tweet in G8:
[3] use,internet
[2] teddiathena,whitehouse
[2] whitehouse,markmerizan
[2] markmerizan,pew
[2] pew,research
[2] research,center
[2] center,11
[2] 11,adults
[2] adults,use
[2] internet,19

Top Word Pairs in Tweet in G9:
[5] according,pew
[5] pew,research
[5] research,libraries
[5] libraries,help
[5] help,support
[5] support,local
[5] local,business
[5] business,schools
[5] schools,low
[5] low,income

Top Word Pairs in Tweet in G10:
[3] pepe,pew
[2] amigo,amo
[2] amo,tus
[2] tus,cómics
[2] cómics,date
[2] date,cuenta
[2] cuenta,noticias
[2] noticias,internet
[2] internet,chiste
[2] chiste,ej

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@surfingpunk
@askwpgirl
@larckeningxuruo
@twitter
@pewresearch
@ohheyraeee
@internet_tlcm
@pewstates
@netinclusion
@whitehouse

Top Mentioned in G1:
@gwsgaypatriot
@dcffk
@uranoutofluck
@tj_onfire
@ivygraysa20
@218taxidermybat
@ashersummerson
@mr_jasonw
@pancakehopper1
@sw_hi_coo

Top Mentioned in G2:
@frigonfrigon6

Top Mentioned in G3:
@surfingpunk

Top Mentioned in G4:
@internet_tlcm
@ibnghaznavi
@wasimsuhayl_tv
@rolandboyle6
@saidabi14
@jack_lanterne

Top Mentioned in G5:
@larckeningxuruo
@twitter
@pewresearch

Top Mentioned in G6:
@augustaandarta
@ukrainefreedom5
@mtracey

Top Mentioned in G7:
@akataishoo
@baka_general
@gids_gg
@xkai_xkai

Top Mentioned in G8:
@whitehouse
@markmerizan
@loveslizards1
@teddiathena

Top Mentioned in G9:
@askwpgirl
@welovebplibrary

Top Mentioned in G10:
@ctercermundista
@slifante

Top Tweeters
Top Tweeters in Entire Graph:
@askplaystation
@jimmyroybloom
@drseid
@c_coolidge
@washingtonpost
@____roar____
@uberfactsebooks
@larckeningxuruo
@mzhemingway
@mtracey

Top Tweeters in G1:
@____roar____
@stevieanntas
@atriana
@fakedanweber
@jgainsbourgh
@maqart55
@shesus__christ
@tj_onfire
@smashli1228
@unionwoman226

Top Tweeters in G2:
@jimmyroybloom
@uberfactsebooks
@lamescolanza
@9wireless
@starfireturtle
@breathofwind
@srossmktg
@cdrobney96
@squallluis
@kristine_ish

Top Tweeters in G3:
@wolfofcrypto89
@plan_abc_xyz
@cryptomadness10
@chrisfryers67
@belk_tre
@cotihyp3
@svennn24
@robert38658759
@steadyflow888
@surfingpunk

Top Tweeters in G4:
@jack_lanterne
@doloboricua
@invaala
@internet_tlcm
@simonhvb1
@rolandboyle6
@wasimsuhayl_tv
@saidabi14
@ibnghaznavi
@untraca

Top Tweeters in G5:
@c_coolidge
@larckeningxuruo
@pewresearch
@elonmusk
@twitter

Top Tweeters in G6:
@mtracey
@augustaandarta
@major_major987
@byebye1266
@ukrainefreedom5

Top Tweeters in G7:
@meeshchannel
@baka_general
@xkai_xkai
@akataishoo
@gids_gg

Top Tweeters in G8:
@drseid
@teddiathena
@markmerizan
@loveslizards1
@whitehouse

Top Tweeters in G9:
@boulderleah20
@askwpgirl
@welovebplibrary
@joinblf
@aliciaheim3

Top Tweeters in G10:
@slifante
@ctercermundista
@fulanosays
@macana_5