pew internet, Twitter, 3/9/2023 3:08:08 AM, 290673


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pew internet_2023-03-08_18-56-00.xlsx
pew internet_2023-03-08_18-56-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 09, 2023
Short Description:
pew internet via NodeXL https://bit.ly/3L4eNrI
@elonmusk
@brian_riedl
@kevinmkruse
@pewresearch
@dakablink
@c_coolidge
@this0499154500
@pewtrusts
@pewinternet
@jonhaidt

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

Description:
Description
The graph represents a network of 5,615 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:02 UTC.

The tweets in the network were tweeted over the 4631-day, 15-hour, 12-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 08 March 2023 at 11:53 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 : 5615
Unique Edges : 3421
Edges With Duplicates : 7575
Total Edges : 10996
Number of Edge Types : 9
Tweet : 1816
Retweet : 2353
MentionsInRetweet : 2797
Replies to : 1052
MentionsInReplyTo : 2253
Mentions : 587
Quote : 76
MentionsInQuote : 53
MentionsInQuoteReply : 9
Self-Loops : 2357
Reciprocated Vertex Pair Ratio : 0.0505699481865285
Reciprocated Edge Ratio : 0.0962714539356875
Connected Components : 1832
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 1549
Maximum Edges in a Connected Component : 4168
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.608569
Graph Density : 0.000160805212512543
Modularity : 0.501901
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,615 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 03:02 UTC.

The tweets in the network were tweeted over the 4631-day, 15-hour, 12-minute period from Friday, 02 July 2010 at 20:41 UTC to Wednesday, 08 March 2023 at 11:53 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:
[223] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[140] https://twitter.com/B144188/status/1566161387956707328/photo/1
[80] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/
[71] https://www.vox.com/recode/22463131/pew-broadband-internet-income-inequality
[60] 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:
[173] 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/
[26] 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.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/
[17] https://www.cnn.com/2022/08/11/tech/facebook-teen-usage-pew/index.html
[17] http://www.pewinternet.org/2012/04/04/the-rise-of-e-reading/
[15] https://www.pewresearch.org/internet/2019/04/24/sizing-up-twitter-users/

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/
[1] https://www.pewresearch.org/fact-tank/2018/09/10/about-a-quarter-of-rural-americans-say-access-to-high-speed-internet-is-a-major-problem/
[1] https://twitter.com/oraekene1/status/1627910553040461825/photo/1
[1] https://docs.fcc.gov/public/attachments/FCC-20-50A1.pdf

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/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/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.pewresearch.org/internet/2021/06/16/experts-doubt-ethical-ai-design-will-be-broadly-adopted-as-the-norm-within-the-next-decade/
[4] https://www.pewtrusts.org/en/research-and-analysis/articles/2021/10/15/legal-barriers-to-expanding-high-speed-reliable-internet

Top URLs in Tweet in G4:
[2] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/JonHaidt/status/1557732555935256577
[1] https://twitter.com/WillRinehart/status/1408480313404276740/photo/1
[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/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

Top URLs in Tweet in G5:
[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/internet/2018/07/11/public-attitudes-toward-political-engagement-on-social-media/
[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
[1] https://www.reuters.com/world/europe/russia-behind-cyberattack-against-satellite-internet-modems-ukraine-eu-2022-05-10/

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://sdp.org.uk/sdptalk/patrick-oflynn-at-sdp-conference-2021/
[1] https://twitter.com/PnPCBC/status/1483958641006940160/video/1
[1] https://www.journalismjobs.com/job-listing/1672105
[1] https://twitter.com/TowCenter/status/1484589282123730951
[1] https://www.american.edu/soc/resources/journalism-fellowships.cfm
[1] https://twitter.com/USATODAY/status/1484534749649682435
[1] https://rsf.org/en/news/nineteen-organisations-reiterate-their-support-carole-cadwalladr-she-faces-slapp-trial

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/fact-sheet/internet-broadband/
[1] https://twitter.com/PopulismUpdates/status/1418671683192295427/photo/1
[1] https://www.pewresearch.org/internet/2022/08/10/teens-social-media-and-technology-2022/
[1] https://twitter.com/PopulismUpdates/status/1557471909448585216/photo/1

Top URLs in Tweet in G8:
[50] 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://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/
[1] https://www.pewresearch.org/fact-tank/2021/04/02/7-of-americans-dont-use-the-internet-who-are-they/

Top URLs in Tweet in G9:
[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://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://twitter.com/chris_bail/status/1461363579379077128/photo/1
[1] https://www.pewresearch.org/internet/2022/06/30/the-metaverse-in-2040/
[1] https://www.stripes.com/theaters/us/2022-09-18/youtube-misogyny-harassment-7375726.html

Top URLs in Tweet in G10:
[1] https://twitter.com/Dior16795345/status/1411982989140049920/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1171] pewresearch.org
[1061] twitter.com
[112] pewtrusts.org
[94] tweetedtimes.com
[87] twitch.tv
[72] vox.com
[60] gadgets360.com
[55] trib.al
[43] ziftsolutions.com
[31] cnn.com

Top Domains in Tweet in G1:
[589] pewresearch.org
[328] twitter.com
[94] tweetedtimes.com
[42] ziftsolutions.com
[39] twitch.tv
[25] indiatoday.in
[23] cnn.com
[21] pewinternet.org
[21] linkedin.com
[13] dy.si

Top Domains in Tweet in G2:
[4] pewresearch.org
[1] twitter.com
[1] fcc.gov

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

Top Domains in Tweet in G4:
[7] pewresearch.org
[6] twitter.com
[1] thecgo.org

Top Domains in Tweet in G5:
[55] pewresearch.org
[19] twitter.com
[2] reuters.com
[1] iu.edu
[1] google.com
[1] wikipedia.org
[1] startribune.com
[1] pewglobal.org
[1] alaska.edu
[1] politico.com

Top Domains in Tweet in G6:
[51] pewresearch.org
[20] twitter.com
[2] amazon.in
[2] ow.ly
[1] org.uk
[1] journalismjobs.com
[1] american.edu
[1] rsf.org
[1] co.uk
[1] bbc.com

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

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

Top Domains in Tweet in G9:
[11] pewresearch.org
[4] twitter.com
[1] stripes.com

Top Domains in Tweet in G10:
[1] twitter.com

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



Top Hashtags in Tweet in G1:
[42] wireless
[42] wifi
[27] socialmedia
[26] internet
[20] connectednation
[13] teamericsson
[12] news
[11] tiktok
[10] innovation
[9] facebook

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

Top Hashtags in Tweet in G5:
[3] spacex
[3] tesla
[2] bots
[1] ukraine
[1] iacaucus
[1] thank
[1] liberatedcarsoncpaontwitter

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:
[65] ai
[7] machinelearning
[7] artificialintelligence
[6] datascience
[6] data
[5] security
[5] cybersecurity
[5] unisys
[4] innovation
[4] womenintech

Top Words
Top Words in Tweet in Entire Graph:
[3909] pew
[2641] internet
[1974] research
[1137] center
[969] twitter
[655] teens
[600] 90
[596] use
[588] still
[541] social

Top Words in Tweet in G1:
[1414] pew
[936] research
[813] internet
[656] center
[315] teens
[294] social
[273] media
[244] use
[215] more
[186] technology

Top Words in Tweet in G2:
[484] twitter
[481] tweets
[480] indicator
[480] still
[480] creates
[480] 90
[480] population
[480] leading
[480] matters
[479] brian_riedl

Top Words in Tweet in G3:
[293] internet
[149] access
[130] pew
[108] high
[102] broadband
[100] speed
[89] pewtrusts
[82] pewstates
[77] research
[73] americans

Top Words in Tweet in G4:
[114] pew
[101] online
[100] major
[100] constantly
[99] jonhaidt
[99] teens
[99] report
[99] nearly
[99] 2015
[98] third

Top Words in Tweet in G5:
[150] twitter
[140] pew
[112] users
[94] research
[64] elonmusk
[62] april
[62] 2019
[60] sizing
[60] 24
[57] call

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

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:
[65] #ai
[65] ethical
[64] design
[64] broadly
[64] adopted
[63] within
[63] next
[63] decade
[45] stratorob
[37] bot_innovation

Top Words in Tweet in G9:
[69] pew
[60] twitter
[60] chris_bail
[60] report
[58] according
[57] users
[57] platform
[55] one
[54] 97
[54] content

Top Words in Tweet in G10:
[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 Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1780] pew,research
[1078] research,center
[485] twitter,still
[483] matters,leading
[483] leading,indicator
[483] tweets,twitter
[483] population,creates
[483] creates,90
[483] still,matters
[483] 90,tweets

Top Word Pairs in Tweet in G1:
[862] pew,research
[631] research,center
[262] social,media
[147] teens,social
[142] media,technology
[141] pew,pew
[139] technology,2022
[135] 2022,pew
[102] use,internet
[101] center,see

Top Word Pairs in Tweet in G2:
[480] population,creates
[480] creates,90
[480] tweets,twitter
[480] still,matters
[480] 90,tweets
[480] leading,indicator
[480] matters,leading
[480] twitter,still
[479] brian_riedl,population
[479] indicator,outsi

Top Word Pairs in Tweet in G3:
[97] high,speed
[84] speed,internet
[69] internet,access
[65] pew,research
[51] research,center
[25] imagineinternet,report
[25] americans,high
[21] covid,19
[20] access,affordability
[20] affordability,still

Top Word Pairs in Tweet in G4:
[99] online,constantly
[99] teens,online
[98] pew,finds
[98] half,teens
[98] twice,2015
[98] nearly,half
[98] constantly,twice
[98] 2015,third
[98] report,pew
[98] finds,nearly

Top Word Pairs in Tweet in G5:
[106] twitter,users
[86] pew,research
[61] 2019,pew
[60] 24,2019
[60] april,24
[60] research,sizing
[60] sizing,twitter
[43] adult,twitter
[42] call,drops
[32] pew,internet

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] 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:
[64] design,broadly
[64] broadly,adopted
[63] within,next
[63] next,decade
[49] #ai,design
[49] ethical,#ai
[49] adopted,within
[45] stratorob,ethical
[37] decade,mpbarry_law
[37] mpbarry_law,bot_innovation

Top Word Pairs in Tweet in G9:
[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 Word Pairs in Tweet in G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@internet_tlcm
@pew_wrestling
@dude_in_the_pew
@macdoodle_pew
@trolledbypew
@jannaq
@pewresearch
@todd_humphreys

Top Replied-To in G1:

Top Replied-To in G3:
@macdoodle_pew
@jannaq
@pew_nation
@pewresearch
@sc_tinkerbell
@elseslayer
@robertgm2
@kiml8

Top Replied-To in G4:
@chrisballygk

Top Replied-To in G5:
@elonmusk
@paulg
@jpalmiotti
@ness_dennis
@sciguyspace
@billym2k
@paraga
@mtracey
@cconceptcreator

Top Replied-To in G6:
@columbiasipa
@chucklongisland
@sdphq
@usatrumpman1
@muhabarishaji
@paz4u
@angusparvo
@kevinbikesusa
@sophialee42
@doyaksec

Top Replied-To in G7:
@populismupdates

Top Replied-To in G9:
@starsandstripes

Top Replied-To in G10:
@dow280ten
@aaj0818
@dior16795345

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
@sibaeric
@changarrin
@harassnomore
@rootnot

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:
@jonhaidt
@pitiklinov
@cphoffmann
@neil_chilson
@eugenewei
@vgr
@cgousu
@dbessner
@willrinehart
@chrisballygk

Top Mentioned in G5:
@elonmusk
@c_coolidge
@spideycyp_155
@billym2k
@twitter
@larckeningxuruo
@sciguyspace
@pewresearch
@jeffjarvis
@kerpen

Top Mentioned in G6:
@dana_flo
@anyasipa
@kas_usa
@dominicraab
@elonmusk
@time
@soniashah
@breibartnews
@holyrooddaily
@timesradio

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:
@chris_bail
@guersole

Top Mentioned in G10:
@tindale_hayley
@mem_reddog
@angel_leigh
@teddithompsons1
@susan21marie
@macdoodle_pew
@bec_yeg

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@chidambara09
@cybersec_feeds
@paoloigna1
@robinsnewswire
@codedailybot
@newsoneplace
@ee
@serendipitysays
@independent

Top Tweeters in G1:
@robinsnewswire
@newsoneplace
@atsocialmediauk
@chronlaw
@algebra_com
@frikitty
@davidpapp
@swissbusiness
@mrkalman
@jchapman1729

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

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

Top Tweeters in G4:
@cayocornelio
@benhaygood
@iamotherguy
@51201minusone
@sszonke
@aurorablogspot
@hbbtruth
@stephiegal
@vgr
@framcoiser

Top Tweeters in G5:
@godfrey_g_
@c_coolidge
@jackspa84167797
@desertdave2012
@docdre
@larckeningxuruo
@jeffjarvis
@kerpen
@mickeleh
@stevedeaceshow

Top Tweeters in G6:
@msochubbard
@foxnews
@anneannapolis
@time
@usatoday
@philstarnews
@helmsinki
@banunsweettea
@rgj
@usatrumpman1

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

Top Tweeters in G8:
@chidambara09
@cybersec_feeds
@paoloigna1
@codedailybot
@thedeveloperbot
@sudeepkhatri
@hubofml
@botcybersec
@gezgintrk
@thecuriousluke

Top Tweeters in G9:
@starsandstripes
@steveplunkett
@monrodriguez
@suhnyllakler
@jburkespraker
@doriandavis
@javendaxtw
@tvpollet
@shawnadamsson
@vincentr

Top Tweeters in G10:
@lauriewalters19
@angel_leigh
@zee207702
@sarahsevans2000
@andreatwitmo
@thomasrichmond
@sarah_b1999
@octoberferguson
@dow280ten
@hallmark541