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netneutrality OR %22net neutrality%22_2022-08-19_12-31-56.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
netneutrality OR "net neutrality" via NodeXL https://bit.ly/3T0NMqB
@nathanleamerdc
@openletterbot
@kencuccinelli
@marciaintexas
@juancarlo408
@azgqpstinks
@ronald_vanloon
@senatorsinema
@phillip_boldt
@mrchingone

Top hashtags:
#netneutrality
#ai

Description:
Description
The graph represents a network of 1,745 Twitter users whose tweets in the requested range contained "netneutrality OR "net neutrality"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 August 2022 at 19:33 UTC.

The requested start date was Friday, 19 August 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, 23-hour, 0-minute period from Friday, 05 August 2022 at 00:11 UTC to Thursday, 18 August 2022 at 23:11 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 : 1745
Unique Edges : 1122
Edges With Duplicates : 1472
Total Edges : 2594
Number of Edge Types : 5
Replies to : 287
Retweet : 602
MentionsInRetweet : 711
Tweet : 328
Mentions : 666
Self-Loops : 346
Reciprocated Vertex Pair Ratio : 0.0192180251822399
Reciprocated Edge Ratio : 0.0377113133940182
Connected Components : 407
Single-Vertex Connected Components : 161
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 508
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.045118
Graph Density : 0.000505375778765017
Modularity : 0.612042
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,745 Twitter users whose tweets in the requested range contained "netneutrality OR %22net neutrality%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 August 2022 at 19:33 UTC.

The requested start date was Friday, 19 August 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, 23-hour, 0-minute period from Friday, 05 August 2022 at 00:11 UTC to Thursday, 18 August 2022 at 23:11 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 : netneutrality OR %22net neutrality%22
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:
[50] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20PZJUBU
[11] https://euobserver.com/world/32538
[10] https://act.commoncause.org/petitions/save-the-internet-restore-net-neutrality?source=twitter&
[10] https://www.govtech.com/network/whats-new-in-digital-equity-an-update-on-net-neutrality
[6] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=Sign%20PZJUBU
[6] https://resist.bot/petitions/PZJUBU
[5] https://www.youtube.com/watch?v=fHP3EFvD8i4&feature=youtu.be

[5] http://www.alphr.com/politics/1009360/us-senate-votes-preserve-net-neutrality
[5] https://calililiindies.com/2021/11/09/gentrificationofculture-culture-is-nutritionmeetsenvironment-we-consume-by-osmosis-if-u-%f0%9f%92%95-movies-music-journalism-democracy-readtheindielabel-4/
[4] https://www.govinfo.gov/app/details/BILLS-117s4676is

Top URLs in Tweet in G1:
[1] https://twitter.com/TwitterSafety/status/1557713456098312195

Top URLs in Tweet in G2:
[6] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=Sign%20PZJUBU
[6] https://resist.bot/petitions/PZJUBU
[4] https://www.govtech.com/network/whats-new-in-digital-equity-an-update-on-net-neutrality
[4] https://www.govinfo.gov/app/details/BILLS-117s4676is
[2] https://nrb.org/articles/the-net-neutrality-and-broadband-justice-act-what-it-is-what-it-isnt/
[2] https://www.theverge.com/2022/7/28/23282483/net-neutrality-ed-markey-bill-fcc-regulations-telecom-broadband-internet
[2] https://www.ccmihub.com/blog/democrats-introduce-new-net-neutrality-bill
[2] https://aotmp.com/insights-article/net-neutrality-in-2022/?utm_source=hootsuite
[2] https://www.cnet.com/home/internet/congressional-democrats-introduce-net-neutrality-bill/
[2] https://www.assemblyresearch.co.uk/regulation-updates/us-senators-seek-to-reinstate-net-neutrality-rules

Top URLs in Tweet in G3:
[50] https://twitter.com/messages/compose?recipient_id=835740314006511618&text=sign%20PZJUBU
[2] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D835740314006511618%26text%3Dresist

Top URLs in Tweet in G5:
[2] https://twitter.com/SpeakerPelosi/status/1552781003562811392
[2] https://popularresistance.org/net-neutrality-gandhis-salt-for-us/
[1] http://www.adweek.com/creativity/burger-king-deviously-explains-net-neutrality-by-making-people-wait-longer-for-whoppers/?utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology#sq_h5710fhszn
[1] http://www.adweek.com/creativity/burger-king-deviously-explains-net-neutrality-by-making-people-wait-longer-for-whoppers/?utm_sq=gr5t9gj1ix&utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology
[1] http://www.adweek.com/creativity/burger-king-deviously-explains-net-neutrality-by-making-people-wait-longer-for-whoppers/?utm_source=twitter&utm_medium=social&utm_campaign=cloudatalytics&utm_content=technology#sq_h53k66xtbe
[1] https://www.counterpunch.org/2017/12/19/net-neutrality-gandhis-salt-for-us/
[1] https://www.theverge.com/2022/7/18/23268767/net-neutrality-broadband-internet-democrats-ajit-pai-fcc-gigi-sohn
[1] https://www.theregister.com/2022/07/28/net_neutrality_and_broadband_justice_act/
[1] https://www.techradar.com/news/eu-plans-to-make-tech-firms-fund-5g-and-fibre-would-undermine-net-neutrality

Top URLs in Tweet in G6:
[1] https://twitter.com/RealKiraDavis/status/1559666149322661889

Top URLs in Tweet in G8:
[1] https://twitter.com/charles_fm12/status/1556378587678269446
[1] https://obamawhitehouse.archives.gov/net-neutrality
[1] https://www.youtube.com/watch?v=zq-2Yk5OgKc&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://www.cronista.com/infotechnology/actualidad/fin-al-internet-que-todos-conocemos-por-que-ya-no-es-mas-neutral-y-las-empresas-lo-estan-aprovechando-para-hacer-negocio/

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=fHP3EFvD8i4&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[12] commoncause.org
[12] govtech.com
[11] euobserver.com
[11] youtube.com
[8] freepress.net
[7] resist.bot
[6] theverge.com
[5] cnbc.com
[5] co.uk

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[24] twitter.com
[7] resist.bot
[5] co.uk
[5] govinfo.gov
[4] govtech.com
[3] theverge.com
[2] nrb.org
[2] netionaldastak.com
[2] ccmihub.com
[2] aotmp.com

Top Domains in Tweet in G3:
[52] twitter.com

Top Domains in Tweet in G5:
[3] adweek.com
[2] twitter.com
[2] popularresistance.org
[1] counterpunch.org
[1] theverge.com
[1] theregister.com
[1] techradar.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[1] twitter.com
[1] archives.gov
[1] youtube.com

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

Top Domains in Tweet in G10:
[5] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[156] netneutrality
[37] ai
[30] artificialintelligence
[30] 5g
[17] technology
[17] tech
[16] cancer
[16] robotics
[16] industry40
[16] industrial



Top Hashtags in Tweet in G1:
[1] netneutrality

Top Hashtags in Tweet in G2:
[22] netneutrality
[3] technology
[2] internet
[2] broadband
[1] isps
[1] rizerecruitment
[1] rizedeutschland
[1] voip
[1] olimontel
[1] internetveloce

Top Hashtags in Tweet in G3:
[13] capolitics
[13] capol
[3] az04
[3] azpol
[3] twill
[3] okpolitics
[3] okpol
[3] mdpolitics
[3] mdpoli
[3] txpolitics

Top Hashtags in Tweet in G5:
[36] ai
[30] artificialintelligence
[30] 5g
[29] netneutrality
[16] cancer
[16] robotics
[16] industry40
[16] industrial
[16] networking
[14] it

Top Hashtags in Tweet in G8:
[4] netneutrality
[1] transparency
[1] privacy
[1] glasswindow
[1] hostileworkenvironments
[1] housingcrisis
[1] inflation
[1] homebusinessunattainability
[1] lynching
[1] sexappealcapitalismculture

Top Hashtags in Tweet in G9:
[22] netneutrality

Top Words
Top Words in Tweet in Entire Graph:
[836] net
[824] neutrality
[190] nathanleamerdc
[189] account
[188] friends
[188] dear
[188] chain
[186] safety
[186] recession
[186] supply

Top Words in Tweet in G1:
[188] nathanleamerdc
[184] dear
[184] friends
[184] safety
[184] account
[184] recession
[184] supply
[184] chain
[184] problems
[184] paternity

Top Words in Tweet in G2:
[208] net
[207] neutrality
[34] isps
[32] rules
[31] internet
[30] without
[29] major
[22] #netneutrality
[22] end
[17] fear

Top Words in Tweet in G3:
[74] net
[74] neutrality
[67] broadband
[67] justice
[67] act
[66] pass
[64] sign
[64] ll
[64] deliver
[64] copy

Top Words in Tweet in G4:
[4] net
[4] neutrality
[2] newstyle303
[2] trump
[2] flattielover
[2] 2020_re_vision
[2] synyster63
[2] freeasfuck45
[2] ladyoftheocean1
[2] rushvillerockit

Top Words in Tweet in G5:
[36] #ai
[30] #artificialintelligence
[30] #5g
[29] #netneutrality
[28] ronald_vanloon
[21] net
[21] neutrality
[16] using
[16] map
[16] #cancer

Top Words in Tweet in G6:
[118] bill
[60] inflation
[59] cardinal
[59] rule
[59] washington
[59] name
[59] head
[59] fake
[59] makes
[59] worse

Top Words in Tweet in G7:
[47] net
[47] neutrality
[46] sunnynehrabro
[46] books
[46] blogs

Top Words in Tweet in G8:
[16] net
[16] neutrality
[6] trump
[5] rollback
[5] richardgrenell
[5] fcc
[4] going
[4] pattybennie
[4] foxnews
[4] google

Top Words in Tweet in G9:
[22] artista
[22] antes
[22] conocida
[22] neutralidad
[22] red
[22] despide
[22] ustedes
[22] nota
[22] sebadetoma
[22] #netneutrality

Top Words in Tweet in G10:
[15] net
[15] neutrality
[6] madeintheusanj
[6] fucked
[6] repmtg
[6] actbrigitte
[5] suing
[5] nevada
[5] states
[5] system

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[817] net,neutrality
[186] dear,friends
[186] friends,safety
[186] safety,account
[186] account,recession
[186] recession,supply
[186] supply,chain
[186] chain,problems
[186] problems,paternity
[185] nathanleamerdc,dear

Top Word Pairs in Tweet in G1:
[184] dear,friends
[184] friends,safety
[184] safety,account
[184] account,recession
[184] recession,supply
[184] supply,chain
[184] chain,problems
[184] problems,paternity
[183] nathanleamerdc,dear
[183] paternity,leav

Top Word Pairs in Tweet in G2:
[205] net,neutrality
[31] neutrality,rules
[30] without,net
[28] rules,major
[28] major,isps
[19] end,net
[17] fear,end
[17] neutrality,lack
[13] neutrality,broadband
[13] broadband,justice

Top Word Pairs in Tweet in G3:
[74] net,neutrality
[67] neutrality,broadband
[67] broadband,justice
[67] justice,act
[66] pass,net
[64] sign,pass
[64] act,ll
[64] ll,deliver
[64] deliver,copy
[64] copy,officials

Top Word Pairs in Tweet in G4:
[4] net,neutrality

Top Word Pairs in Tweet in G5:
[21] net,neutrality
[16] using,#ai
[16] #ai,map
[16] map,#cancer
[16] #cancer,beating
[16] beating,foods
[16] foods,spelldotrun
[16] spelldotrun,#artificialintelligence
[16] #artificialintelligence,#robotics
[16] #robotics,#5g

Top Word Pairs in Tweet in G6:
[59] cardinal,rule
[59] rule,washington
[59] washington,name
[59] name,bill
[59] bill,head
[59] head,fake
[59] fake,bill
[59] bill,makes
[59] makes,inflation
[59] inflation,worse

Top Word Pairs in Tweet in G7:
[47] net,neutrality
[46] neutrality,books
[46] books,blogs
[45] sunnynehrabro,net

Top Word Pairs in Tweet in G8:
[16] net,neutrality
[3] rollback,net
[3] going,use
[3] drain,swamp
[3] fairness,doctrine
[3] yossigestetner,peoples_pundit
[3] peoples_pundit,darehgregorian
[3] darehgregorian,richardgrenell
[3] richardgrenell,leesmithdc
[3] leesmithdc,heminator

Top Word Pairs in Tweet in G9:
[22] artista,antes
[22] antes,conocida
[22] conocida,neutralidad
[22] neutralidad,red
[22] red,despide
[22] despide,ustedes
[22] ustedes,nota
[22] nota,sebadetoma
[22] sebadetoma,#netneutrality
[21] aracalacana,artista

Top Word Pairs in Tweet in G10:
[15] net,neutrality
[5] suing,nevada
[5] nevada,states
[5] states,system
[5] system,mail
[5] mail,votes
[5] votes,attacking
[5] attacking,democracy
[5] democracy,perfect
[5] perfect,hypocrisy

Top Replied-To
Top Replied-To in Entire Graph:
@kayatweetsstuff
@divblog
@mrspinkston85
@elonmusk
@pattybennie
@reddit_lies
@redsteeze
@nathanleamerdc
@thebarkybark
@eddie_and_patti

Top Replied-To in G1:
@redsteeze
@nathanleamerdc
@gingercat666
@everywhereroyis

Top Replied-To in G3:
@marshablackburn
@marcorubio
@senatorhick
@ashleyschapitl
@matthewstadlen
@danielsgoldman

Top Replied-To in G4:
@ubermenchies
@simontalks12
@ksliberal

Top Replied-To in G5:
@hillaryclinton
@azgqpstinks
@sherbinowski
@climatesolution
@libraryjournal
@pierrepoilievre
@lordstonely
@blnewsmedia

Top Replied-To in G7:
@sunnynehrabro

Top Replied-To in G8:
@pattybennie
@eddie_and_patti
@gracielatheq55
@charles_fm12
@seaglass1221
@daddypsyops
@suzatthelibrary
@richardgrenell
@icann
@foxnews

Top Replied-To in G10:
@divblog
@thefreestateaz
@dbongino
@repmtg
@doug86107734
@donnadarling50
@american1976200
@robertcsprague
@kcfanaticusa1
@pageuppro

Top Mentioned
Top Mentioned in Entire Graph:
@nathanleamerdc
@kencuccinelli
@sunnynehrabro
@ronald_vanloon
@sebadetoma
@aracalacana
@spelldotrun
@openletterbot
@nvidia
@221betsy

Top Mentioned in G1:
@nathanleamerdc
@kimballdonald
@joshuasteinman
@rtrspodcast

Top Mentioned in G2:
@c_coolidge
@babyboyshorts

Top Mentioned in G3:
@openletterbot
@senfeinstein
@senalexpadilla
@repgosar
@senatorsinema
@senmarkkelly
@senatordurbin
@senduckworth
@jiminhofe
@senatorlankford

Top Mentioned in G4:
@newstyle303
@flattielover
@2020_re_vision
@synyster63
@freeasfuck45
@ladyoftheocean1
@rushvillerockit
@peterbartholo14
@thingfish69
@scrowder

Top Mentioned in G5:
@ronald_vanloon
@spelldotrun
@nvidia
@social_molly
@senatorsinema
@darielgarner
@jamespmanley
@primarysinemaaz
@cloudatalytics

Top Mentioned in G6:
@kencuccinelli
@nathanleamerdc

Top Mentioned in G7:
@sunnynehrabro

Top Mentioned in G8:
@fcc
@richardgrenell
@google
@foxnews
@peoples_pundit
@darehgregorian
@leesmithdc
@heminator
@johnrobertsfox
@brithume

Top Mentioned in G9:
@sebadetoma
@aracalacana

Top Mentioned in G10:
@madeintheusanj
@actbrigitte
@chemical360
@repmtg
@donnadarling50
@no_party_ties
@masking_mama
@govrondesantis

Top Tweeters
Top Tweeters in Entire Graph:
@animatorspal
@openletterbot
@prpnews
@foggybottomgal
@reuters
@stonefree63
@biofares
@topgaming43
@schwingcat
@ask_spectrum

Top Tweeters in G1:
@schwingcat
@doodlestrks
@jtlol
@ajbuck85
@aranom12
@perchance99
@georgeeliseo
@zoom81
@cptcookswife
@comfortablysmug

Top Tweeters in G2:
@prpnews
@topgaming43
@dreamcatchermja
@c_coolidge
@jamesvgingerich
@bckrda
@22views_
@wipebooks
@ltravel395
@ceelo_ro

Top Tweeters in G3:
@openletterbot
@foggybottomgal
@santafefran
@durff
@nised72
@laripley
@lcunninghamii2
@johncornyn
@adrianlwaller
@deb200200

Top Tweeters in G4:
@vickie627
@vincegottalotta
@ladyoftheocean1
@kleeontheright
@lizstl13
@hrt6017
@to_the_flag
@stevebob4212
@angryfleas
@shrekvivre

Top Tweeters in G5:
@biofares
@education_24x7
@ssxman2
@godfrey_g_
@riverasunauthor
@beckysphone1981
@knowledge2seek
@azgqpstinks
@mary_b_68
@hormitek

Top Tweeters in G6:
@mightymouth5413
@sinnersaint39
@tericbrownuga
@kraziekate6
@cwilliams1113wy
@karenann915
@marciaintexas
@bsbct
@graca5683
@tnfortrump

Top Tweeters in G7:
@hindubatprince
@anant_kakade
@rajshre18874658
@satishkumaarrrr
@pm3366
@trishalachauhan
@iamabhii07
@haleho
@ladakuvimaan
@anshumaan06

Top Tweeters in G8:
@ask_spectrum
@foxnews
@jaketapper
@kajo503
@google
@seaglass1221
@allinoneboat
@peoples_pundit
@worthacomment
@eddie_and_patti

Top Tweeters in G9:
@shinken_otacon
@mgonzov
@bosterosrengos
@ugemitch
@gertabares
@vercingetronix
@arieltricolores
@aracalacana
@sebadetoma
@juangar76168740

Top Tweeters in G10:
@madeintheusanj
@we0mt
@dbongino
@american1976200
@actbrigitte
@maquisvive
@govrondesantis
@donnadarling50
@chemical360
@no_party_ties


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