pew internet, Twitter, 2/9/2023 3:09:15 AM, 288953


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pew internet_2023-02-08_18-56-00.xlsx
pew internet_2023-02-08_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 09, 2023
Short Description:
pew internet via NodeXL https://bit.ly/3jHmfO6
@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 5,576 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 03:00 UTC.

The tweets in the network were tweeted over the 4604-day, 3-hour, 27-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 09 February 2023 at 00:09 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 : 5576
Unique Edges : 3527
Edges With Duplicates : 7505
Total Edges : 11032
Number of Edge Types : 9
Retweet : 2371
MentionsInRetweet : 2936
Quote : 78
Tweet : 1809
Mentions : 592
MentionsInQuote : 53
MentionsInReplyTo : 2173
Replies to : 1010
MentionsInQuoteReply : 10
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.0479187817258883
Reciprocated Edge Ratio : 0.0914551443518698
Connected Components : 1801
Single-Vertex Connected Components : 1133
Maximum Vertices in a Connected Component : 1548
Maximum Edges in a Connected Component : 4236
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.167766
Graph Density : 0.000166022222079251
Modularity : 0.508539
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,576 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 03:00 UTC.

The tweets in the network were tweeted over the 4604-day, 3-hour, 27-minute period from Friday, 02 July 2010 at 20:41 UTC to Thursday, 09 February 2023 at 00:09 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:
[220] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[140] https://twitter.com/B144188/status/1566161387956707328/photo/1
[92] https://www.vox.com/recode/22463131/pew-broadband-internet-income-inequality
[78] 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
[60] 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/
[31] 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/
[17] https://www.vox.com/recode/22463131/pew-broadband-internet-income-inequality
[16] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[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/

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-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/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/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/1563016168025141248/video/1
[1] https://twitter.com/spideycyp_155/status/1563223443163987973/video/1
[1] https://twitter.com/spideycyp_155/status/1563016597245112321/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/2021/06/03/mobile-technology-and-home-broadband-2021/pi_2021-06-03_mobile-broadband_0-07/
[1] https://twitter.com/WillRinehart/status/1408480316508016644/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/2019/01/16/facebook-algorithms-and-personal-data/
[1] https://twitter.com/WillRinehart/status/1412762704939528193/photo/1
[1] https://www.pewresearch.org/internet/2021/11/15/the-behaviors-and-attitudes-of-u-s-adults-on-twitter/

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://www.amazon.in/dp/B09PTGFP3S/ref=cm_sw_r_wa_api_glt_fabc_07VBXT5ZHV0AFJ92BW9D
[1] https://amazon.in/dp/9354791867/
[1] https://twitter.com/TimesRadio/status/1483359534999556102
[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

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/1407696771229360134/photo/1
[1] https://twitter.com/stratorob/status/1407756201023115264/photo/1
[1] https://twitter.com/stratorob/status/1408012623497531394/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/2021/11/15/2-comparing-highly-active-and-less-active-tweeters/
[1] https://twitter.com/chris_bail/status/1460628727394541569/photo/1
[1] https://twitter.com/chris_bail/status/1461363579379077128/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/2021/11/22/the-future-of-digital-spaces-and-their-role-in-democracy/
[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:
[1148] pewresearch.org
[1052] twitter.com
[111] pewtrusts.org
[99] vox.com
[95] tweetedtimes.com
[83] twitch.tv
[62] gadgets360.com
[55] trib.al
[43] ziftsolutions.com
[30] 9to5mac.com

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

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

Top Domains in Tweet in G3:
[94] pewtrusts.org
[80] 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] alaska.edu
[1] startribune.com
[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] amazon.in
[2] ow.ly
[1] kas.de
[1] time.com
[1] american.edu
[1] co.uk
[1] bbc.com
[1] org.uk

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
[69] internet
[66] news
[58] 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:
[37] 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:
[3858] pew
[2622] internet
[1960] research
[1114] center
[957] twitter
[638] teens
[606] still
[599] 90
[580] use
[537] social

Top Words in Tweet in G1:
[1397] pew
[927] research
[813] internet
[639] center
[302] teens
[288] social
[269] media
[234] use
[212] more
[193] adults

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

Top Words in Tweet in G3:
[289] internet
[149] access
[128] pew
[106] high
[104] broadband
[98] speed
[87] pewtrusts
[86] pewstates
[75] research
[72] 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] major
[101] constantly
[100] jonhaidt
[100] teens
[100] report
[100] nearly
[100] 2015
[99] third

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

Top Words in Tweet in G7:
[124] 88
[83] 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] dianalashua
[5] tindale_hayley
[5] mem_reddog
[5] krizoangela
[5] macdoodle_pew
[5] susan21marie
[5] immersed_in_luv
[5] angel_leigh
[5] teddithompsons1
[5] bec_yeg

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
[1062] research,center
[484] twitter,still
[482] matters,leading
[482] leading,indicator
[482] tweets,twitter
[482] population,creates
[482] creates,90
[482] still,matters
[482] 90,tweets

Top Word Pairs in Tweet in G1:
[854] pew,research
[620] research,center
[258] social,media
[145] teens,social
[140] pew,pew
[140] media,technology
[138] technology,2022
[134] 2022,pew
[102] center,see
[96] use,internet

Top Word Pairs in Tweet in G2:
[479] population,creates
[479] creates,90
[479] tweets,twitter
[479] still,matters
[479] 90,tweets
[479] leading,indicator
[479] matters,leading
[479] twitter,still
[478] brian_riedl,population
[478] 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] april,24
[60] 24,2019
[60] research,sizing
[60] sizing,twitter
[52] musk,cartoon
[52] exactly,equal
[52] elonmusk,yes

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] #politics,#journalist
[50] viewpoints,#journalism
[50] media,companies
[50] #coronavirus,#trending
[50] censor,political
[50] companies,censor
[50] #breakingnews,#coronavirus
[50] research,center
[50] #news,#media
[50] parties,believe

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

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] melindajustdid,loveshine204
[4] krizoangela,macdoodle_pew
[4] mem_reddog,andreatwitmo
[4] akalylania,tindale_hayley
[4] babyyoda_me,wrongwaylbj
[4] cev1972,doctorgreenguy
[4] johngish1,ashleighdiane86
[4] sexy_kittykat13,sexygaytexan
[4] icemanboven,brandonwest01
[4] doctorgreenguy,sarahsevans2000

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

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
@sardesairajdeep
@usatrumpman1
@maradavis
@muhabarishaji
@angusparvo
@doyaksec
@damianradcliffe
@vaughanpappy

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
@pewinternet
@pewresearch
@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
@sandeshgoa
@prasannamohanty
@netflix
@towcenter
@inn
@uva
@freepress

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
@knewz_currently
@jornalistavitor
@chidambara09
@cybersec_feeds
@paoloigna1
@gambiste1
@robinsnewswire
@codedailybot
@newsoneplace

Top Tweeters in G1:
@knewz_currently
@robinsnewswire
@newsoneplace
@marciojmsilva
@atsocialmediauk
@chronlaw
@algebra_com
@jilevin
@frikitty
@davidpapp

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
@cadeyrnn
@blitzcloud87
@feerocampos

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

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

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