pew internet, Twitter, 2/16/2023 3:08:28 AM, 289585
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pew internet_2023-02-15_18-56-00.xlsx
pew internet_2023-02-15_18-56-00.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
February 16, 2023
Short Description:
pew internet via NodeXL https://bit.ly/3YTpXmF
@elonmusk
@brian_riedl
@pewresearch
@dakablink
@c_coolidge
@this0499154500
@pewtrusts
@pewinternet
@jonhaidt
@jonerlichman

Top hashtags:
#ai
#internet
#news
#pickmeup
#journalism
#coronavirus
#politics
#media
#journalist

Description:
Description
The graph represents a network of 5,584 Twitter users whose recent tweets contained "pew internet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:00 UTC.

The tweets in the network were tweeted over the 4611-day, 3-hour, 22-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 16 February 2023 at 00:04 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5584
Unique Edges : 3532
Edges With Duplicates : 7509
Total Edges : 11041
Number of Edge Types : 9
Retweet : 2366
MentionsInRetweet : 2930
Quote : 78
Tweet : 1814
Mentions : 591
MentionsInQuote : 53
MentionsInReplyTo : 2185
Replies to : 1015
MentionsInQuoteReply : 9
Self-Loops : 2339
Reciprocated Vertex Pair Ratio : 0.0481218274111675
Reciprocated Edge Ratio : 0.091824874079814
Connected Components : 1809
Single-Vertex Connected Components : 1134
Maximum Vertices in a Connected Component : 1547
Maximum Edges in a Connected Component : 4239
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.171081
Graph Density : 0.000165578888428698
Modularity : 0.508357
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,584 Twitter users whose recent tweets contained "pew internet", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/15/2023 5:00:35 PM. The network was obtained from Twitter on Thursday, 16 February 2023 at 03:00 UTC.

The tweets in the network were tweeted over the 4611-day, 3-hour, 22-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 16 February 2023 at 00:04 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[221] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[140] https://twitter.com/B144188/status/1566161387956707328/photo/1
[87] https://www.vox.com/recode/22463131/pew-broadband-internet-income-inequality
[79] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[62] https://www.gadgets360.com/internet/news/ethical-ai-adopt-adoption-2030-next-decade-concern-research-pew-centre-elon-university-2470356
[59] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[53] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[47] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[40] https://trib.al/eFYbSO5
[38] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/

Top URLs in Tweet in G1:
[170] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[30] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[25] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[23] https://www.pewresearch.org/internet/2021/09/01/the-internet-and-the-pandemic/
[21] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[18] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/
[16] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html
[16] https://www.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/
[15] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[15] https://www.pewresearch.org/internet/2022/02/07/visions-of-the-internet-in-2035/

Top URLs in Tweet in G2:
[2] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[1] https://www.pewresearch.org/politics/2020/10/15/differences-in-how-democrats-and-republicans-behave-on-twitter/

Top URLs in Tweet in G3:
[22] https://www.pewresearch.org/internet/2021/11/22/a-sampling-of-some-of-the-key-overarching-views/
[9] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[6] 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=___
[5] https://www.pewresearch.org/internet/2021/06/03/mobile-technology-and-home-broadband-2021/
[5] https://www.elon.edu/u/news/2021/06/16/new-pew-imagining-the-internet-report-raises-concerns-about-artificial-intelligence/
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2022/11/18/what-is-the-fccs-new-broadband-map-and-why-does-it-matter?utm_campaign=communities_brd________&utm_source=twitter_states&utm_medium=social&utm_content=_____linkcard_&utm_term=___
[4] 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=___
[4] 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=___
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet
[4] https://www.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/

Top URLs in Tweet in G4:
[35] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[5] https://www.pewresearch.org/internet/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[4] https://www.pewresearch.org/internet/2022/11/16/connection-creativity-and-drama-teen-life-on-social-media-in-2022/
[4] https://www.pewresearch.org/internet/2018/04/09/bots-in-the-twittersphere/
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/fact-tank/2022/03/10/the-polarization-in-todays-congress-has-roots-that-go-back-decades/
[1] https://www.reuters.com/world/europe/russia-behind-cyberattack-against-satellite-internet-modems-ukraine-eu-2022-05-10/
[1] https://twitter.com/spideycyp_155/status/1563223443163987973/video/1
[1] https://twitter.com/spideycyp_155/status/1563016597245112321/video/1
[1] https://twitter.com/spideycyp_155/status/1563016168025141248/video/1

Top URLs in Tweet in G5:
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.thecgo.org/benchmark/the-digital-divide-digital-equity-and-the-nature-of-the-problem/
[1] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[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/2019/01/16/facebook-algorithms-and-personal-data/
[1] https://twitter.com/WillRinehart/status/1412762704939528193/photo/1
[1] https://twitter.com/WillRinehart/status/1408480313404276740/photo/1
[1] https://www.pewresearch.org/internet/wp-content/uploads/sites/9/2020/04/PI_2020.04.30_COVID-internet_REPORT.pdf
[1] https://twitter.com/WillRinehart/status/1408480319448178698/photo/1
[1] https://www.pewresearch.org/internet/2021/06/03/mobile-technology-and-home-broadband-2021/pi_2021-06-03_mobile-broadband_0-07/

Top URLs in Tweet in G6:
[50] https://www.pewresearch.org/internet/2020/08/19/most-americans-think-social-media-sites-censor-political-viewpoints/
[4] https://twitter.com/carolecadwalla/status/1485248496647254018/photo/1
[1] https://www.pewresearch.org/fact-tank/2021/06/03/34-of-lower-income-home-broadband-users-have-had-trouble-paying-for-their-service-amid-covid-19/
[1] https://twitter.com/SonyaBuyting/status/1483975770661920769/photo/1
[1] https://twitter.com/soniashah/status/1483924759402405888
[1] https://www.kas.de/de/web/usa/publikationen/einzeltitel/-/content/saving-journalism-2-global-strategies-and-a-look-at-investigative-journalism
[1] https://twitter.com/marathe/status/1483109528971489282/photo/1
[1] https://time.com/6071580/teletheraphy-mental-health/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_mental-health&linkId=121494235
[1] http://ow.ly/gpxX50HxhbP
[1] https://twitter.com/ColumbiaSIPA/status/1484967862842576897/photo/1

Top URLs in Tweet in G7:
[2] https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/PopulismUpdates/status/1557471909448585216/photo/1
[1] https://www.pewresearch.org/internet/fact-sheet/internet-broadband/
[1] https://twitter.com/PopulismUpdates/status/1418671683192295427/photo/1

Top URLs in Tweet in G8:
[52] https://www.gadgets360.com/internet/news/ethical-ai-adopt-adoption-2030-next-decade-concern-research-pew-centre-elon-university-2470356
[2] https://www.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/
[2] https://twitter.com/stratorob/status/1408669500883488768/photo/1
[2] https://www.pewresearch.org/internet/2019/11/15/americans-and-privacy-concerned-confused-and-feeling-lack-of-control-over-their-personal-information/
[2] https://www.pewresearch.org/internet/2021/06/16/ethical-ai-design-about-this-canvassing-of-experts/?utm_source=rss&utm_medium=Sendible&utm_campaign=RSS
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/stratorob/status/1408012623497531394/photo/1
[1] https://twitter.com/stratorob/status/1407756201023115264/photo/1
[1] https://twitter.com/stratorob/status/1407696771229360134/photo/1
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/

Top URLs in Tweet in G9:
[1] https://twitter.com/Dior16795345/status/1411982989140049920/photo/1

Top URLs in Tweet in G10:
[4] https://www.pewresearch.org/internet/2021/11/15/1-the-views-and-experiences-of-u-s-adult-twitter-users/
[3] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://www.pewresearch.org/internet/2021/11/22/the-future-of-digital-spaces-and-their-role-in-democracy/
[1] https://twitter.com/chris_bail/status/1461363579379077128/photo/1
[1] https://www.pewresearch.org/internet/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[1] https://twitter.com/chris_bail/status/1460628727394541569/photo/1
[1] https://blog.twitter.com/en_us/topics/company/2021/rml-politicalcontent
[1] https://twitter.com/chris_bail/status/1460635018150174726/photo/1
[1] https://www.pewresearch.org/internet/2014/10/22/online-harassment/
[1] https://www.stripes.com/theaters/us/2022-09-18/youtube-misogyny-harassment-7375726.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1154] pewresearch.org
[1054] twitter.com
[111] pewtrusts.org
[95] tweetedtimes.com
[92] vox.com
[83] twitch.tv
[62] gadgets360.com
[55] trib.al
[43] ziftsolutions.com
[29] cnn.com

Top Domains in Tweet in G1:
[578] pewresearch.org
[326] twitter.com
[95] tweetedtimes.com
[42] ziftsolutions.com
[39] twitch.tv
[25] indiatoday.in
[21] linkedin.com
[21] cnn.com
[19] pewinternet.org
[15] vox.com

Top Domains in Tweet in G2:
[3] pewresearch.org

Top Domains in Tweet in G3:
[94] pewtrusts.org
[82] pewresearch.org
[65] twitter.com
[6] elon.edu
[6] nodexlgraphgallery.org
[3] cvent.com
[3] vox.com
[3] myworkdayjobs.com
[3] getlighthouse.com
[3] informeticplus.com

Top Domains in Tweet in G4:
[56] pewresearch.org
[22] twitter.com
[2] reuters.com
[1] bible.com
[1] wikipedia.org
[1] google.com
[1] pewglobal.org
[1] startribune.com
[1] alaska.edu
[1] politico.com

Top Domains in Tweet in G5:
[7] pewresearch.org
[6] twitter.com
[1] thecgo.org

Top Domains in Tweet in G6:
[51] pewresearch.org
[20] twitter.com
[2] ow.ly
[2] amazon.in
[1] kas.de
[1] time.com
[1] american.edu
[1] co.uk
[1] holyrood.com
[1] philstar.com

Top Domains in Tweet in G7:
[4] pewresearch.org
[2] twitter.com

Top Domains in Tweet in G8:
[52] gadgets360.com
[10] pewresearch.org
[8] twitter.com
[1] hukum.blog
[1] ettebiz.com

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[11] pewresearch.org
[4] twitter.com
[1] stripes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] ai
[68] internet
[66] news
[59] pickmeup
[57] journalism
[57] coronavirus
[53] politics
[52] media
[51] journalist
[51] magazine



Top Hashtags in Tweet in G1:
[42] wireless
[42] wifi
[27] socialmedia
[27] internet
[20] connectednation
[14] news
[13] teamericsson
[11] innovation
[11] tiktok
[10] technology

Top Hashtags in Tweet in G3:
[38] broadband
[16] civictech
[15] internet
[9] socialmedia
[7] infrastructure
[6] sotu
[6] coronavirus
[6] digitaldivide
[4] dyk
[4] ai

Top Hashtags in Tweet in G4:
[3] spacex
[3] tesla
[2] bots
[1] thank
[1] liberatedcarsoncpaontwitter
[1] iacaucus
[1] ukraine

Top Hashtags in Tweet in G6:
[56] journalism
[51] news
[51] media
[51] politics
[51] coronavirus
[50] journalist
[50] magazine
[50] newspaper
[50] breakingnews
[50] trending

Top Hashtags in Tweet in G8:
[67] ai
[8] security
[7] artificialintelligence
[7] machinelearning
[6] datascience
[6] cybersecurity
[6] data
[5] unisys
[4] innovation
[4] womenintech

Top Words
Top Words in Tweet in Entire Graph:
[3886] pew
[2631] internet
[1965] research
[1115] center
[961] twitter
[645] teens
[601] still
[598] 90
[586] use
[542] social

Top Words in Tweet in G1:
[1407] pew
[926] research
[816] internet
[636] center
[305] teens
[289] social
[269] media
[238] use
[215] more
[192] adults

Top Words in Tweet in G2:
[482] twitter
[479] tweets
[478] creates
[478] population
[478] matters
[478] indicator
[478] leading
[478] still
[478] 90
[477] outsi

Top Words in Tweet in G3:
[291] internet
[150] access
[128] pew
[106] high
[101] broadband
[98] speed
[88] pewtrusts
[83] pewstates
[75] research
[74] americans

Top Words in Tweet in G4:
[154] pew
[151] twitter
[121] elonmusk
[112] users
[98] research
[62] 2019
[62] april
[61] internet
[60] sizing
[60] 24

Top Words in Tweet in G5:
[115] pew
[102] online
[101] constantly
[101] major
[100] report
[100] teens
[100] jonhaidt
[100] 2015
[100] nearly
[99] twice

Top Words in Tweet in G6:
[63] pew
[56] #journalism
[53] both
[53] media
[52] social
[52] political
[51] #news
[51] #media
[51] #politics
[51] #coronavirus

Top Words in Tweet in G7:
[124] 88
[84] 2014
[68] use
[66] internet
[65] 2019
[64] adults
[63] 93
[63] 84
[62] 90
[62] 2020

Top Words in Tweet in G8:
[67] ethical
[67] #ai
[66] design
[66] adopted
[66] broadly
[65] next
[65] decade
[65] within
[47] stratorob
[38] bot_innovation

Top Words in Tweet in G9:
[5] krizoangela
[5] teddithompsons1
[5] mem_reddog
[5] susan21marie
[5] immersed_in_luv
[5] macdoodle_pew
[5] tindale_hayley
[5] dianalashua
[5] bec_yeg
[5] angel_leigh

Top Words in Tweet in G10:
[69] pew
[60] twitter
[60] chris_bail
[60] report
[58] according
[57] users
[57] platform
[55] one
[54] 97
[54] content

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1768] pew,research
[1063] research,center
[483] twitter,still
[481] matters,leading
[481] leading,indicator
[481] tweets,twitter
[481] population,creates
[481] creates,90
[481] still,matters
[481] 90,tweets

Top Word Pairs in Tweet in G1:
[850] pew,research
[617] research,center
[258] social,media
[145] teens,social
[143] pew,pew
[140] media,technology
[138] technology,2022
[134] 2022,pew
[102] center,see
[100] use,internet

Top Word Pairs in Tweet in G2:
[478] population,creates
[478] creates,90
[478] tweets,twitter
[478] still,matters
[478] 90,tweets
[478] leading,indicator
[478] matters,leading
[478] twitter,still
[477] brian_riedl,population
[477] indicator,outsi

Top Word Pairs in Tweet in G3:
[95] high,speed
[82] speed,internet
[69] internet,access
[63] pew,research
[50] research,center
[25] imagineinternet,report
[25] americans,high
[21] covid,19
[20] access,affordability
[20] affordability,still

Top Word Pairs in Tweet in G4:
[106] twitter,users
[88] pew,research
[61] 2019,pew
[60] sizing,twitter
[60] 24,2019
[60] research,sizing
[60] april,24
[52] worth,musk
[52] musk,cartoon
[52] legioncoo,elonmusk

Top Word Pairs in Tweet in G5:
[100] online,constantly
[100] teens,online
[99] pew,finds
[99] half,teens
[99] twice,2015
[99] nearly,half
[99] constantly,twice
[99] 2015,third
[99] report,pew
[99] finds,nearly

Top Word Pairs in Tweet in G6:
[50] social,media
[50] #coronavirus,#trending
[50] parties,believe
[50] center,survey
[50] both,major
[50] viewpoints,#journalism
[50] majorities,both
[50] #trending,#article
[50] #journalist,#magazine
[50] #journalism,#news

Top Word Pairs in Tweet in G7:
[62] 89,2017
[62] 2020,92
[62] 92,2019
[62] 90,2018
[62] internet,2021
[62] 88,2015
[62] 88,2016
[62] 86,2014
[62] 2019,90
[62] 2014,84

Top Word Pairs in Tweet in G8:
[66] design,broadly
[66] broadly,adopted
[65] within,next
[65] next,decade
[51] #ai,design
[51] ethical,#ai
[51] adopted,within
[47] stratorob,ethical
[38] decade,mpbarry_law
[38] pew,research

Top Word Pairs in Tweet in G9:
[4] harpers_da,cev1972
[4] susan21marie,wfthomas55
[4] melindajustdid,loveshine204
[4] mem_reddog,andreatwitmo
[4] ashleighdiane86,bec_yeg
[4] liberalwarrior_,susan21marie
[4] lanceusa70,kylaintheburgh
[4] teddithompsons1,johngish1
[4] andreatwitmo,laney2003us
[4] chrisa_425,angel_leigh

Top Word Pairs in Tweet in G10:
[57] report,pew
[57] twitter,users
[54] one,quarter
[54] according,stunning
[54] 97,content
[54] users,produce
[54] content,platform
[54] produce,97
[54] platform,according
[54] stunning,report

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@internet_tlcm
@pew_wrestling
@trolledbypew
@dude_in_the_pew
@jannaq
@pewresearch
@thekimkavin
@macdoodle_pew

Top Replied-To in G1:

Top Replied-To in G3:
@jannaq
@macdoodle_pew
@sc_tinkerbell
@pew_nation
@humeyra_pamuk
@pewresearch
@robertgm2
@tagachistudio
@davidlarter
@johngramlich

Top Replied-To in G4:
@elonmusk
@kevinmkruse
@paulg
@jpalmiotti
@legioncoo
@billym2k
@sciguyspace
@paraga
@richardgarriott
@mtracey

Top Replied-To in G5:
@chrisballygk

Top Replied-To in G6:
@chucklongisland
@columbiasipa
@carolecadwalla
@usatrumpman1
@maradavis
@muhabarishaji
@angusparvo
@luxjude352
@hugorifkind
@sdphq

Top Replied-To in G7:
@populismupdates

Top Replied-To in G9:
@dow280ten
@aaj0818
@dior16795345

Top Replied-To in G10:
@starsandstripes

Top Mentioned
Top Mentioned in Entire Graph:
@brian_riedl
@pew_wrestling
@elonmusk
@jonhaidt
@pewtrusts
@pewstates
@pewresearch
@pewinternet
@jonerlichman
@chris_bail

Top Mentioned in G1:
@yo1dude
@grapedperv
@changarrin
@harassnomore
@sibaeric
@rootnot
@drelvintofler

Top Mentioned in G2:
@brian_riedl
@aoc

Top Mentioned in G3:
@pewtrusts
@pewstates
@pewinternet
@pewresearch
@lrainie
@imagineinternet
@potus
@sueurahn
@elonuniversity
@cascio

Top Mentioned in G4:
@elonmusk
@kevinmkruse
@legioncoo
@c_coolidge
@spideycyp_155
@billym2k
@twitter
@larckeningxuruo
@sciguyspace
@pewresearch

Top Mentioned in G5:
@jonhaidt
@pitiklinov
@cphoffmann
@cgousu
@neil_chilson
@eugenewei
@vgr
@dbessner
@willrinehart
@chrisballygk

Top Mentioned in G6:
@dana_flo
@anyasipa
@kas_usa
@observeruk
@netflix
@olgatokariuk
@sedefkabas
@towcenter
@inn
@uva

Top Mentioned in G7:
@jonerlichman
@populismupdates
@jschavez
@pewinternet

Top Mentioned in G8:
@stratorob
@mpbarry_law
@bot_innovation
@sytaylor
@ingledewstephen
@dgwbirch
@rikefranke
@iainljbrown
@hashem25

Top Mentioned in G9:
@tindale_hayley
@mem_reddog
@angel_leigh
@teddithompsons1
@susan21marie
@macdoodle_pew
@bec_yeg

Top Mentioned in G10:
@chris_bail
@guersole

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jornalistavitor
@chidambara09
@cybersec_feeds
@paoloigna1
@gambiste1
@robinsnewswire
@codedailybot
@newsoneplace
@marciojmsilva

Top Tweeters in G1:
@robinsnewswire
@newsoneplace
@marciojmsilva
@atsocialmediauk
@chronlaw
@algebra_com
@frikitty
@davidpapp
@swissbusiness
@mrkalman

Top Tweeters in G2:
@mtrushmore2016
@bassaces1
@lulu_graezinski
@cbinflux
@gormogons
@varadmehta
@epeterd916
@mcarsonaos
@garthgodsman
@nycknp

Top Tweeters in G3:
@artificialbra1n
@sexygirl798
@deathtocrazy
@lltwing
@suzanneinlgb
@akaxochi
@annie5133
@pfanderson
@jennykim
@lsferguson

Top Tweeters in G4:
@gambiste1
@godfrey_g_
@c_coolidge
@heysyd
@dakablink
@bfry1981
@psychofoundme
@jackspa84167797
@dmusee
@desertdave2012

Top Tweeters in G5:
@cayocornelio
@benhaygood
@iamotherguy
@51201minusone
@sszonke
@aurorablogspot
@hbbtruth
@stephiegal
@vgr
@framcoiser

Top Tweeters in G6:
@msochubbard
@foxnews
@anneannapolis
@time
@usatoday
@philstarnews
@helmsinki
@banunsweettea
@rgj
@ketchmeifucan

Top Tweeters in G7:
@gonzalobarria
@robertojirusta
@btptechsearch
@sponson
@akkaufman
@_lascapigliata
@njerisky
@mandhf
@cadeyrnn
@blitzcloud87

Top Tweeters in G8:
@sectest9
@chidambara09
@cybersec_feeds
@paoloigna1
@codedailybot
@cybersecurityn8
@thedeveloperbot
@sudeepkhatri
@hubofml
@botcybersec

Top Tweeters in G9:
@lauriewalters19
@angel_leigh
@zee207702
@andreatwitmo
@sarahsevans2000
@thomasrichmond
@sarah_b1999
@octoberferguson
@dow280ten
@hallmark541

Top Tweeters in G10:
@starsandstripes
@steveplunkett
@monrodriguez
@suhnyllakler
@jburkespraker
@javendaxtw
@doriandavis
@tvpollet
@shawnadamsson
@vincentr


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