netneutrality OR %22net neutrality%22, Twitter, 6/15/2019 7:49:24 AM, 200058


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netneutrality OR %22net neutrality%22_2019-06-15_00-20-17.xlsx
netneutrality OR "net neutrality"_2019-06-15_00-20-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 15, 2019
Short Description:
netneutrality OR "net neutrality" via NodeXL http://bit.ly/2IjyN8Z
@senschumer
@senatemajldr
@tilehopper
@lostinteligence
@twitter
@facebook
@senatedems
@fightfortheftr
@vngnc
@gregstohr

Top hashtags:
#netneutrality
#savetheinternet
#savethenet
#savenetneutrality

Description:
Description
The graph represents a network of 4,849 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 Saturday, 15 June 2019 at 07:22 UTC.

The requested start date was Saturday, 15 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 2-day, 3-hour, 55-minute period from Wednesday, 12 June 2019 at 18:33 UTC to Friday, 14 June 2019 at 22:28 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 : 4849
Unique Edges : 6305
Edges With Duplicates : 830
Total Edges : 7135
Number of Edge Types : 3
Replies to : 333
Mentions : 6176
Tweet : 626
Self-Loops : 626
Reciprocated Vertex Pair Ratio : 0.00502675531052376
Reciprocated Edge Ratio : 0.0100032268473701
Connected Components : 451
Single-Vertex Connected Components : 266
Maximum Vertices in a Connected Component : 3863
Maximum Edges in a Connected Component : 5925
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.318113
Graph Density : 0.000263655464329687
Modularity : 0.751832
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[37] https://stopthefcc.net/?refcode=g-NetNeutrality0314.d-20190314.m-16156.s-55328&source=3DFA
[34] http://www.HotSpotRadio.net
[28] https://www.nationofchange.org/2019/06/12/democrats-bring-net-neutrality-to-senate-floor-mcconnell-ignores-their-will/
[24] https://www.theverge.com/2019/6/12/18662862/ajit-pai-fcc-facebook-google-amazon-apple-regulation-net-neutrality
[23] https://au.finance.yahoo.com/news/net-neutrality-fcc-184307416.html
[20] https://thehill.com/homenews/house/438100-house-votes-to-reinstate-obama-era-net-neutrality-rules
[15] https://epiclivestream.com/
[15] http://www.msn.com/en-us/news/technology/the-fcc-said-repealing-net-neutrality-rules-would-help-consumers-it-hasnt/ar-AACMFcn?ocid=st
[14] https://twitter.com/SenateDems/status/1138914389682270208
[13] https://finance.yahoo.com/news/net-neutrality-fcc-184307416.html

Top URLs in Tweet in G1:
[2] https://actionnetwork.org/petitions/net-neutrality-2019/?source=group-california-clean-money-action-fund&referrer=group-california-clean-money-action-fund&action=NetNeutrality&link_id=0&can_id=45efa1fad81b62753d5f95fe35993c79&email_referrer=email_563517&email_subject=over-100000-sign-new-petition-for-save-the-internet-act
[2] https://actionnetwork.org/petitions/net-neutrality-2019/?source=group-dailykos-actions&referrer=group-dailykos-actions&action=NetNeutrality&link_id=1&can_id=45efa1fad81b62753d5f95fe35993c79&email_referrer=email_563196&email_subject=sign-the-petition-demand-your-senators-vote-to-pass-the-save-the-internet-act
[1] https://www.battleforthenet.com/call/

Top URLs in Tweet in G2:
[18] https://stopthefcc.net/?refcode=g-NetNeutrality0314.d-20190314.m-16156.s-55328&source=3DFA
[15] https://epiclivestream.com/
[10] https://actionnetwork.org/petitions/net-neutrality-2019/?source=group-free-press-action-fund&referrer=group-free-press-action-fund&action=NetNeutrality
[6] https://actionnetwork.org/petitions/net-neutrality-2019/?source=group-rootsactionorg&referrer=group-rootsactionorg&action=NetNeutrality
[6] https://www.youtube.com/watch?v=tkS9I4w4Jsc&feature=youtu.be

[5] https://act.freepress.net/donate/nn_75_challenge_19/?source=twitter
[4] https://secure.actblue.com/donate/75fornn?refcode=social&amount=10#
[4] https://twitter.com/techdirt/status/1138799179596214272
[3] https://www.dailydot.com/layer8/net-neutrality-startups-congress-letter/
[3] https://finance.yahoo.com/news/net-neutrality-fcc-184307416.html

Top URLs in Tweet in G3:
[13] https://twitter.com/SenateDems/status/1138914389682270208
[1] https://twitter.com/MSNBC/status/1139219889221251073
[1] https://www.pscp.tv/w/b8_EiDFyYVFaeHFKbXdwanp8MVlxeG9qV09aa3pKdmQeRZy0NvEk3aRk2ACqUs355XnBXlegmHzRvnHFUIO1
[1] https://mynorthwest.com/1415274/maria-cantwell-net-neutrality-bill/
[1] https://www.geekwire.com/2019/lawmakers-activists-push-net-neutrality-legislation-anniversary-repeal/
[1] https://stopthecap.com/2019/06/12/cable-infrastructure-suppliers-hurting-after-cable-industry-slashes-investment-capex-spending/
[1] https://twitter.com/i/broadcasts/1PlJQLZddLyGE
[1] https://medium.com/@SenateDems/senate-democrats-fight-to-keep-the-internet-free-open-faf889aa8c7d?postPublishedType=initial
[1] https://www.pscp.tv/w/b8-_aDFZTEVKbFpCTkRLTm58MURYeHlOck1MUFJLTaSbVWSorPOLJD0ZHf8c8Fl5fxz8mUffFJonDH5MZFyK
[1] http://www.msn.com/en-us/news/technology/the-fcc-said-repealing-net-neutrality-rules-would-help-consumers-it-hasnt/ar-AACMFcn?ocid=st

Top URLs in Tweet in G4:
[1] https://www.viva.co.id/digital/digilife/1156311-kominfo-kaji-aturan-vpn-harus-berizin-di-indonesia
[1] http://www.economica.id/2018/08/kajian-online-karut-marut-netralitas-net/

Top URLs in Tweet in G5:
[19] https://stopthefcc.net/?refcode=g-NetNeutrality0314.d-20190314.m-16156.s-55328&source=3DFA
[17] https://www.theverge.com/2019/6/12/18662862/ajit-pai-fcc-facebook-google-amazon-apple-regulation-net-neutrality
[12] http://www.msn.com/en-us/news/technology/the-fcc-said-repealing-net-neutrality-rules-would-help-consumers-it-hasnt/ar-AACMFcn?ocid=st
[10] https://au.finance.yahoo.com/news/net-neutrality-fcc-184307416.html
[7] https://finance.yahoo.com/news/net-neutrality-fcc-184307416.html
[6] https://www.battleforthenet.com?s=t0
[5] https://twitter.com/SenSchumer/status/1138871930247897089
[5] https://www.insidesources.com/advocates-keep-pushing-for-net-neutrality-while-opponents-tout-benefits-of-repeal/
[4] https://www.theverge.com/2019/6/12/18662862/ajit-pai-fcc-facebook-google-amazon-apple-regulation-net-neutrality?utm_campaign=theverge&utm_content=chorus&utm_medium=social&utm_source=twitter
[3] https://www.nationofchange.org/2019/06/12/democrats-bring-net-neutrality-to-senate-floor-mcconnell-ignores-their-will/

Top URLs in Tweet in G7:
[1] https://www.bloomberg.com/news/articles/2018-11-05/net-neutrality-appeals-rejected-by-high-court-after-year-delay
[1] https://twitter.com/gregstohr/status/1139233134027902976

Top URLs in Tweet in G8:
[3] https://gizmodo.com/mitch-mcconnell-called-out-for-blocking-vote-on-net-neu-1835426052
[2] https://act.moveon.org/event/impeachment-day-of-action-events/search/
[2] https://www.theverge.com/2019/6/11/18661208/mitch-mcconnell-net-neutrality-democrats-pressure-markey-wyden-cantwell-ajit-pai-fcc
[1] https://twitter.com/Matthewcogdeill/status/992085283020640256?ref_src=twcamp%5Ecopy%7Ctwsrc%5Eandroid%7Ctwgr%5Ecopy%7Ctwcon%5E7090%7Ctwterm%5E3
[1] https://twitter.com/heritage_action/status/1138465415443730432
[1] http://www.publicconsultation.org/wp-content/uploads/2018/04/Net_Neutrality_II_Slides_041818.pdf

Top URLs in Tweet in G9:
[3] https://www.google.com/amp/s/www.commondreams.org/news/2019/06/11/one-year-anniversary-net-neutrality-repeal-over-100-groups-demand-mcconnell%3famp
[1] https://10minutesaday.org/#?date=2019-06-13

Top URLs in Tweet in G10:
[2] https://www.theverge.com/2018/11/28/18115776/josh-hawley-section-230-ted-cruz-republicans-internet-liability
[1] https://www.theverge.com/2018/7/24/17606974/oregon-senator-ron-wyden-interview-internet-section-230-net-neutrality
[1] https://www.theverge.com/2019/6/12/18662862/ajit-pai-fcc-facebook-google-amazon-apple-regulation-net-neutrality

Top Domains
Top Domains in Tweet in Entire Graph:
[131] twitter.com
[59] theverge.com
[51] yahoo.com
[38] stopthefcc.net
[34] actionnetwork.org
[34] hotspotradio.net
[30] thehill.com
[29] nationofchange.org
[23] msn.com
[18] epiclivestream.com

Top Domains in Tweet in G1:
[4] actionnetwork.org
[1] battleforthenet.com

Top Domains in Tweet in G2:
[24] actionnetwork.org
[22] twitter.com
[19] stopthefcc.net
[17] epiclivestream.com
[9] youtube.com
[6] medium.com
[6] freepress.net
[5] yahoo.com
[4] dailydot.com
[4] actblue.com

Top Domains in Tweet in G3:
[16] twitter.com
[2] pscp.tv
[2] msn.com
[1] mynorthwest.com
[1] geekwire.com
[1] stopthecap.com
[1] medium.com
[1] cnet.com
[1] breitbart.com
[1] actblue.com

Top Domains in Tweet in G4:
[1] co.id
[1] economica.id

Top Domains in Tweet in G5:
[53] twitter.com
[26] theverge.com
[22] yahoo.com
[19] stopthefcc.net
[17] msn.com
[8] digitaltrends.com
[7] battleforthenet.com
[7] bravehost.com
[5] insidesources.com
[4] zdnet.com

Top Domains in Tweet in G7:
[1] bloomberg.com
[1] twitter.com

Top Domains in Tweet in G8:
[3] gizmodo.com
[2] twitter.com
[2] moveon.org
[2] theverge.com
[1] publicconsultation.org

Top Domains in Tweet in G9:
[3] google.com
[1] 10minutesaday.org

Top Domains in Tweet in G10:
[4] theverge.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2882] netneutrality
[1809] savetheinternet
[149] savethenet
[55] savenetneutrality
[54] stopthefcc
[52] teaminternet
[44] internet
[38] congress
[35] jointhefight
[35] restorenetneutrality



Top Hashtags in Tweet in G1:
[1574] netneutrality
[1574] savetheinternet

Top Hashtags in Tweet in G2:
[408] netneutrality
[82] savethenet
[65] savetheinternet
[19] congress
[17] internet
[16] jointhefight
[16] restorenetneutrality
[16] corporatecorruption
[16] tellcongress
[16] stopverizon

Top Hashtags in Tweet in G3:
[285] netneutrality
[98] savetheinternet
[10] savethenet
[8] y2k19
[4] savetheinternetact
[3] internetindependenceday
[2] onemorevote
[1] legislativegraveyard
[1] pissoff
[1] nailedit

Top Hashtags in Tweet in G5:
[75] netneutrality
[28] savethenet
[23] internet
[20] savetheinternet
[19] congress
[19] jointhefight
[19] restorenetneutrality
[19] corporatecorruption
[19] tellcongress
[19] stopverizon

Top Hashtags in Tweet in G7:
[6] netneutrality
[1] savetheinternet

Top Hashtags in Tweet in G8:
[35] netneutrality
[15] savetheinternet
[10] corruptgop
[9] trumptaxscam
[9] emoluments
[9] nepotism
[9] 25thamendmentnow
[8] annul45
[6] resignnow
[3] ditchmitch

Top Hashtags in Tweet in G9:
[19] netneutrality
[7] savetheinternet
[3] savenetneutrality
[1] goppartyofcorruption
[1] gopcultureofcorruption
[1] demsenate2020
[1] nc
[1] ditchmitch2020
[1] 10minutesaday

Top Hashtags in Tweet in G10:
[112] netneutrality
[4] savetheinternet

Top Words
Top Words in Tweet in Entire Graph:
[2155] Words in Sentiment List#1: Positive
[1902] Words in Sentiment List#2: Negative
[40] Words in Sentiment List#3: Angry/Violent
[107839] Non-categorized Words
[111896] Total Words
[2882] #netneutrality
[2079] restore
[1837] bill
[1829] senate
[1822] asked

Top Words in Tweet in G1:
[1579] restore
[1575] senate
[1575] democrats
[1575] bill
[1575] republicans
[1574] senschumer
[1574] week
[1574] asked
[1574] pass
[1574] #netneutrality

Top Words in Tweet in G2:
[408] #netneutrality
[148] net
[143] neutrality
[131] restore
[124] senatemajldr
[122] act
[101] isps
[91] t
[86] internet
[85] fightfortheftr

Top Words in Tweet in G3:
[285] #netneutrality
[228] senatorcantwell
[213] restore
[208] senatedems
[188] bill
[167] pass
[166] asked
[136] want
[125] fcc
[117] ronwyden

Top Words in Tweet in G4:
[340] net
[340] neutrality
[319] rudiantara_id
[317] tilehopper
[295] industry
[294] shill
[294] care
[294] user
[294] privacy
[294] rights

Top Words in Tweet in G5:
[248] net
[244] neutrality
[89] internet
[75] #netneutrality
[56] fcc
[50] t
[49] rules
[43] repealing
[42] consumers
[40] help

Top Words in Tweet in G6:
[137] net
[137] neutrality
[135] tell
[135] stop
[135] getting
[135] mad
[135] going
[135] rant
[135] whole
[135] bullshit

Top Words in Tweet in G7:
[118] roberts
[117] nov
[117] gregstohr
[114] t
[111] stock
[108] financial
[108] disclosure
[108] reports
[108] show
[108] chief

Top Words in Tweet in G8:
[35] #netneutrality
[34] realdonaldtrump
[34] net
[33] neutrality
[20] t
[18] act
[18] americans
[16] mitch
[15] #savetheinternet
[14] gop

Top Words in Tweet in G9:
[160] sen
[160] tillis
[109] net
[109] neutrality
[80] 2019
[80] thom
[80] r
[80] nc
[80] voted
[80] 94

Top Words in Tweet in G10:
[112] #netneutrality
[101] rokhanna
[89] repeal
[88] those
[88] made
[88] difference
[88] simply
[88] wrong
[15] t
[12] s

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1856] restore,#netneutrality
[1775] bill,restore
[1770] asked,pass
[1770] pass,bill
[1703] #netneutrality,#savetheinternet
[1657] senate,democrats
[1645] #savetheinternet,republicans
[1645] republicans,objected
[1644] week,senate
[1644] democrats,asked

Top Word Pairs in Tweet in G1:
[1574] week,senate
[1574] senate,democrats
[1574] democrats,asked
[1574] asked,pass
[1574] pass,bill
[1574] bill,restore
[1574] restore,#netneutrality
[1574] #netneutrality,#savetheinternet
[1574] #savetheinternet,republicans
[1574] republicans,objected

Top Word Pairs in Tweet in G2:
[143] net,neutrality
[76] restore,#netneutrality
[68] act,restore
[52] house,passed
[50] neutrality,rules
[49] ajit,pai
[47] pai,net
[47] rules,cost
[47] cost,small
[47] small,isps

Top Word Pairs in Tweet in G3:
[165] asked,pass
[165] pass,bill
[165] bill,restore
[107] senmarkey,senatorcantwell
[107] senatorcantwell,ronwyden
[106] re,going
[106] going,want
[106] want,see
[106] see,senmarkey
[106] ronwyden,asked

Top Word Pairs in Tweet in G4:
[340] net,neutrality
[294] rudiantara_id,industry
[294] industry,shill
[294] shill,care
[294] care,user
[294] user,privacy
[294] privacy,net
[294] neutrality,rights
[293] tilehopper,rudiantara_id
[24] another,daily

Top Word Pairs in Tweet in G5:
[244] net,neutrality
[49] neutrality,rules
[43] repealing,net
[39] help,consumers
[37] fcc,repealing
[37] rules,help
[37] consumers,hasn
[37] hasn,t
[31] ajit,pai
[27] save,internet

Top Word Pairs in Tweet in G6:
[137] net,neutrality
[135] tell,stop
[135] stop,getting
[135] getting,mad
[135] mad,going
[135] going,rant
[135] rant,whole
[135] whole,net
[135] neutrality,bullshit
[135] bullshit,try

Top Word Pairs in Tweet in G7:
[110] t,stock
[108] financial,disclosure
[108] disclosure,reports
[108] reports,show
[108] show,chief
[108] chief,justice
[108] justice,roberts
[108] roberts,sold
[108] sold,100k
[108] 100k,250k

Top Word Pairs in Tweet in G8:
[33] net,neutrality
[14] restore,#netneutrality
[14] majority,americans
[13] mitch,mcconnell
[13] #savetheinternet,act
[12] dscc,majority
[12] americans,want
[12] want,restore
[12] #netneutrality,guess
[12] guess,mitch

Top Word Pairs in Tweet in G9:
[109] net,neutrality
[80] 2019,sen
[80] sen,thom
[80] thom,tillis
[80] tillis,r
[80] r,nc
[80] nc,voted
[80] voted,94
[80] 94,7
[80] 7,president

Top Word Pairs in Tweet in G10:
[89] repeal,#netneutrality
[88] those,repeal
[88] #netneutrality,made
[88] made,difference
[88] difference,simply
[88] simply,wrong
[87] rokhanna,those
[12] restore,#netneutrality
[11] here,s
[11] s,reminder

Top Replied-To
Top Replied-To in Entire Graph:
@senschumer
@senatemajldr
@realdonaldtrump
@senatedems
@ajitpaifcc
@brendancarrfcc
@senkamalaharris
@dellcam
@ilhan
@scrowder

Top Replied-To in G1:
@senschumer

Top Replied-To in G2:
@senschumer
@senatemajldr
@brendancarrfcc
@dellcam
@ajitpaifcc
@paulyohanan
@mebuell
@rsingel
@honest_ncta
@99rebeccasmith1

Top Replied-To in G3:
@senatedems
@senatemajldr
@xxraziel855xx
@senatorcantwell
@repperlmutter
@freecollegeplz
@senschumer
@jrosenworcel
@molineaux50
@clancy_crew

Top Replied-To in G4:
@1eb2
@tilehopper

Top Replied-To in G7:
@gregstohr

Top Replied-To in G8:
@realdonaldtrump
@senatemajldr
@scrowder
@dscc
@bobrobe45921929
@policy
@project_veritas
@the_unsilent_
@andrewyang
@secretaryross

Top Replied-To in G9:
@liamand82987044
@senatemajldr
@terry13850774
@deb4congressnm

Top Replied-To in G10:
@reckless
@rokhanna

Top Mentioned
Top Mentioned in Entire Graph:
@senschumer
@rudiantara_id
@tilehopper
@senatorcantwell
@senatedems
@senatemajldr
@vngnc
@ronwyden
@gregstohr
@senmarkey

Top Mentioned in G1:
@senschumer
@senatemajldr
@dtporge
@lizbecker55

Top Mentioned in G2:
@senatemajldr
@fightfortheftr
@robpegoraro
@cradvocacy
@freepress
@demandprogress
@senwarren
@nhmc
@ke_watson
@ajitpaifcc

Top Mentioned in G3:
@senatorcantwell
@senatedems
@ronwyden
@senmarkey
@jrosenworcel
@fcc
@senatemajldr
@senschumer
@senategop
@coppsm

Top Mentioned in G4:
@rudiantara_id
@tilehopper
@vngnc
@twitter
@instagram
@facebook

Top Mentioned in G5:
@feelthebern01
@nineinchbride
@babyboyshorts
@dougbrowndba

Top Mentioned in G6:
@vngnc
@tilehopper
@rudiantara_id

Top Mentioned in G7:
@gregstohr
@imillhiser
@cradvocacy
@karlbode
@comm_daily
@dhstokyo
@senschumer
@dana_flo

Top Mentioned in G8:
@realdonaldtrump
@gop
@dscc
@matthewcogdeill
@donaldjtrumpjr
@jack
@twitter
@pinterest
@teamtrump
@scottpresler

Top Mentioned in G9:
@didikins4life
@10minutesorg
@coton_luver
@votemarsha
@senschumer
@10minutesaday4u
@senatemajldr
@abc
@liamand82987044
@rokhanna

Top Mentioned in G10:
@rokhanna
@fightfortheftr
@reckless
@senbobcasey
@dutholec
@adrielhampton
@senschumer
@robpegoraro
@demandprogress
@foe_us

Top Tweeters
Top Tweeters in Entire Graph:
@alllibertynews
@myalliesnews
@commonpatriot
@comcastcares
@gottalaff
@joefreedomlove
@marciojmsilva
@bannerite
@gatesdigital
@freeboostpromo

Top Tweeters in G1:
@paxnostrum
@kenkircher1
@bmangh
@mdjacksondallas
@buffaloon
@cultiv8hope
@24baseballreed
@amadii
@jrbkjrbk
@marcvegan

Top Tweeters in G2:
@alllibertynews
@thehill
@wnrm
@rcdewinter
@ask_spectrum
@nytimes
@openletterbot
@mauibenjamin
@pistach01
@mauicoupons

Top Tweeters in G3:
@c_coolidge
@noybsk2017
@vetrepreneurone
@all100senators
@mikelking
@msdarcyfarrow
@janattheocean
@charlotteonder1
@brokenbong
@csilberman70

Top Tweeters in G4:
@auliaackckck
@rhumdeuter
@supirpete2
@tofuyeol
@elrica_p
@ady_sut
@duelgigrivals
@bayuajiwr
@guradion
@rdtndr

Top Tweeters in G5:
@myalliesnews
@joefreedomlove
@marciojmsilva
@gatesdigital
@stevocandelaria
@maggoo0
@superfabis
@infopronetwork
@politics_info
@twittdeal

Top Tweeters in G6:
@ikhairudin
@xxxaegon
@pitchybeach
@axdxt
@margaretayay
@vngnc
@kevinoctavio_
@aimay9official
@abangkyle
@woeisdicky

Top Tweeters in G7:
@gottalaff
@blogdiva
@cblazblaz
@castonchris
@tallyannae
@robertloerzel
@morr_1980
@liskaaz
@emptywheel
@socratic1

Top Tweeters in G8:
@foxnews
@chatbycc
@drudge_report
@truefactsstated
@punkboyinsf
@bloombergtv
@livecut
@bethbrookfield
@doxiedachsie
@google

Top Tweeters in G9:
@bannerite
@sherrilee7
@girlzinger
@alwaysthinkhow
@freeandclear1
@coton_luver
@alaskawater
@abc
@jersey_craig
@earnest_one

Top Tweeters in G10:
@dihoppy
@tempkt
@anniesage
@carriweatherwax
@stphaniethebest
@adrielhampton
@charlespdavis
@patrinac
@dork74
@mouz2009