#RightToRepair, Twitter, 9/17/2019 11:12:50 PM, 210091


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#RightToRepair_2019-09-17_15-36-01.xlsx
#RightToRepair_2019-09-17_15-36-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2019
Short Description:
#RightToRepair via NodeXL http://bit.ly/30g1SMt
@nproctor
@kaykayclapp
@restartproject
@ifixit
@repaircoalition
@robboblink
@apple
@wabrandsma
@drrimmer
@repairdata

Top hashtags:
#righttorepair
#appleevent
#opendata
#apple
#ewaste
#repair
#repairshop
#freytechnology

Description:
Description
The graph represents a network of 454 Twitter users whose tweets in the requested range contained "#RightToRepair", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 17 September 2019 at 22:36 UTC.

The requested start date was Monday, 16 September 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 13-day, 16-hour, 34-minute period from Monday, 02 September 2019 at 03:12 UTC to Sunday, 15 September 2019 at 19:46 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 : 454
Unique Edges : 670
Edges With Duplicates : 213
Total Edges : 883
Number of Edge Types : 3
Tweet : 157
Replies to : 30
Mentions : 696
Self-Loops : 157
Reciprocated Vertex Pair Ratio : 0.0427892234548336
Reciprocated Edge Ratio : 0.0820668693009119
Connected Components : 75
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 296
Maximum Edges in a Connected Component : 697
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.64018
Graph Density : 0.00319942429812022
Modularity : 0.623089
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://conversation.which.co.uk/technology/restart-project-right-to-repair-faulty-products/
[8] http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/environmental-audit-committee/electronic-waste-and-the-circular-economy/written/104514.html
[8] https://wigoman.blogspot.com/2019/09/is-apples-new-independent-repair.html
[7] https://thenewdaily.com.au/money/superannuation/2019/09/01/right-to-repair-laws-phones-devices/
[6] https://repair.design/
[6] https://www.servicenetwork.org/resources/industry-member-news/
[5] https://www.savings.com.au/savings-accounts/australians-spend-1460-every-year-replacing-items-instead-of-fixing-them/
[4] https://www.bloomberg.com/view/articles/2018-08-12/american-ownership-society-is-changing-thanks-to-technology
[4] https://link.medium.com/6W4ZTCZcMZ
[3] https://www.ifixit.com/Teardown/Fairphone+3+Teardown/125573

Top URLs in Tweet in G1:
[16] https://conversation.which.co.uk/technology/restart-project-right-to-repair-faulty-products/
[7] https://thenewdaily.com.au/money/superannuation/2019/09/01/right-to-repair-laws-phones-devices/
[7] http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/environmental-audit-committee/electronic-waste-and-the-circular-economy/written/104514.html
[4] https://link.medium.com/6W4ZTCZcMZ
[2] https://ti.to/the-restart-project/open-data-hackathon-for-the-right-to-repair
[2] https://onezero.medium.com/apples-new-repair-policy-isn-t-a-total-fix-bef6befc7fc4
[1] https://twitter.com/i/web/status/1171762441614700544
[1] https://twitter.com/i/web/status/1070753972519088129
[1] https://manchesterdeclaration.org/
[1] https://twitter.com/RestartProject/status/1171479856544043008

Top URLs in Tweet in G2:
[2] https://medium.com/u-s-pirg/microsoft-named-as-stopping-right-to-repair-in-washington-b880bf4ad052
[2] https://www.wastedive.com/news/nathan-proctor-us-pirg-right-to-repair-ewaste/562436/
[2] https://www.savings.com.au/savings-accounts/australians-spend-1460-every-year-replacing-items-instead-of-fixing-them/
[2] https://twitter.com/RepairCoalition/status/1168919725344206848
[1] http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/environmental-audit-committee/electronic-waste-and-the-circular-economy/written/104514.html
[1] https://twitter.com/i/web/status/1171056655913627649
[1] https://twitter.com/lowtechmagazine/status/1171463009811582983
[1] https://twitter.com/BeyondOmelas/status/1171795531422679040
[1] https://twitter.com/politico/status/1171879852263317510
[1] https://www.wired.com/story/right-to-repair-co-opt/

Top URLs in Tweet in G3:
[4] https://www.bloomberg.com/view/articles/2018-08-12/american-ownership-society-is-changing-thanks-to-technology
[1] https://www.lemondeinformatique.fr/actualites/lire-apple-fournira-des-pieces-detachees-aux-reparateurs-independants-76265.html
[1] https://www.faq-mac.com/2019/09/sentimientos-encontrados-frente-a-la-nueva-politica-de-recambios-de-apple/
[1] https://mobile.twitter.com/girba/status/1168756351142678530
[1] https://twitter.com/uspirg/status/1169230127412068354
[1] https://twitter.com/i/web/status/1169378323832737792
[1] https://twitter.com/i/web/status/1169629402466004992
[1] https://twitter.com/i/web/status/1169629110991302661
[1] https://www.youtube.com/watch?v=23ZCr4VXF1s&feature=youtu.be

[1] https://www.switchedonnetwork.com/2018/01/29/how-to-replace-a-non-removable-smartphone-battery-huawei-google-nexus-6p/

Top URLs in Tweet in G4:
[1] https://www.nytimes.com/2019/09/10/smarter-living/how-to-make-your-phone-last-longer.html
[1] https://twitter.com/i/web/status/1123339532068253696
[1] https://twitter.com/reneritchie/status/1161686010520068098
[1] https://twitter.com/i/web/status/1170083765311328256

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=_XneTBhRPYk&feature=youtu.be

[1] https://medium.com/u-s-pirg/microsoft-named-as-stopping-right-to-repair-in-washington-b880bf4ad052
[1] https://twitter.com/i/web/status/1149084902144405504
[1] https://twitter.com/i/web/status/1171383948804595712
[1] https://twitter.com/i/web/status/1170865928692740097
[1] https://twitter.com/i/web/status/1171760412984872960
[1] https://twitter.com/i/web/status/1170395592964677633
[1] https://twitter.com/i/web/status/1170869514340360193
[1] https://twitter.com/i/web/status/1170869516420689920
[1] https://twitter.com/i/web/status/1170869520514322432

Top URLs in Tweet in G6:
[7] https://wigoman.blogspot.com/2019/09/is-apples-new-independent-repair.html
[3] https://www.environmentalleader.com/2019/09/apple-iphone-repair-program/
[2] https://www.ifixit.com/Teardown/Fairphone+3+Teardown/125573
[2] https://twitter.com/RepairCoalition/status/1172543160876175360
[2] https://www.savings.com.au/savings-accounts/australians-spend-1460-every-year-replacing-items-instead-of-fixing-them/
[1] https://twitter.com/i/web/status/1169711213833596929
[1] https://www.wastedive.com/news/nathan-proctor-us-pirg-right-to-repair-ewaste/562436/
[1] https://twitter.com/uspirg/status/1169230127412068354
[1] https://twitter.com/i/web/status/1169362078882246659
[1] https://twitter.com/i/web/status/1169742692978495488

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1170456963458785280

Top URLs in Tweet in G8:
[6] https://www.servicenetwork.org/resources/industry-member-news/
[1] https://www.cnbc.com/2019/08/29/apple-to-provide-independent-repair-shops-with-iphone-parts.html
[1] https://twitter.com/iConverTech/status/1167943458889166853
[1] https://twitter.com/i/web/status/1171759178123239424
[1] https://twitter.com/KipEideberg/status/1172517458403631105
[1] https://twitter.com/kaykayclapp/status/1171826715389071360
[1] https://9to5mac.com/2019/09/02/chinese-tariffs/
[1] https://eeesafe.com/right-to-repair/

Top URLs in Tweet in G9:
[3] https://piratenpartij.nl/copyright-bedreigt-recht-repareren-drm/
[1] https://www.techdirt.com/articles/20190829/08423842882/pressured-right-to-repair-movement-apple-will-sell-parts-to-independent-repair-shops.shtml
[1] https://twitter.com/i/web/status/1171140731421036544
[1] https://twitter.com/i/web/status/1171141568394403840
[1] https://twitter.com/stichtingSIRE/status/1171423548939726851
[1] https://twitter.com/stichtingSIRE/status/1171004773031710721

Top URLs in Tweet in G10:
[6] https://repair.design/
[1] https://events.humanitix.com.au/panel-discussion-right-to-repair-australia
[1] https://repair.design/events/
[1] https://twitter.com/i/web/status/1171649642540478465
[1] https://twitter.com/ewastewatch/status/1167294535665250304

Top Domains
Top Domains in Tweet in Entire Graph:
[100] twitter.com
[17] co.uk
[13] com.au
[11] medium.com
[10] blogspot.com
[8] parliament.uk
[7] repair.design
[6] ifixit.com
[6] servicenetwork.org
[5] instagram.com

Top Domains in Tweet in G1:
[16] twitter.com
[16] co.uk
[8] com.au
[7] parliament.uk
[6] medium.com
[2] ti.to
[2] raspberrypi.org
[1] manchesterdeclaration.org
[1] 9to5mac.com
[1] the-riotact.com

Top Domains in Tweet in G2:
[15] twitter.com
[2] medium.com
[2] wastedive.com
[2] com.au
[2] wired.com
[1] parliament.uk
[1] vice.com
[1] portswigger.net
[1] publicnewsservice.org
[1] soundcloud.com

Top Domains in Tweet in G3:
[24] twitter.com
[5] instagram.com
[4] bloomberg.com
[3] ifixit.com
[2] switchedonnetwork.com
[1] lemondeinformatique.fr
[1] faq-mac.com
[1] youtube.com
[1] ibm.com
[1] repair.org

Top Domains in Tweet in G4:
[3] twitter.com
[1] nytimes.com

Top Domains in Tweet in G5:
[9] twitter.com
[1] youtube.com
[1] medium.com
[1] ting.com

Top Domains in Tweet in G6:
[12] twitter.com
[8] blogspot.com
[3] environmentalleader.com
[2] ifixit.com
[2] boingboing.net
[2] resource-recycling.com
[2] com.au
[1] wastedive.com
[1] aem.org
[1] greencarreports.com

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

Top Domains in Tweet in G8:
[6] servicenetwork.org
[4] twitter.com
[1] cnbc.com
[1] 9to5mac.com
[1] eeesafe.com

Top Domains in Tweet in G9:
[4] twitter.com
[3] piratenpartij.nl
[1] techdirt.com

Top Domains in Tweet in G10:
[7] repair.design
[2] twitter.com
[1] com.au

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[364] righttorepair
[30] appleevent
[24] opendata
[20] apple
[20] ewaste
[18] repair
[15] repairshop
[9] freytechnology
[9] chambersburg
[9] chambersburgpa



Top Hashtags in Tweet in G1:
[78] righttorepair
[23] opendata
[14] ewaste
[5] aurighttorepair
[4] 3dprinting
[4] recycling
[2] inverloch
[2] wasteless
[1] plannedobsolescence
[1] nicolasturgeon

Top Hashtags in Tweet in G2:
[58] righttorepair
[8] irpp
[4] podcast
[2] ewaste
[2] righttopreserve
[2] raee
[1] opendata
[1] rightoreuse
[1] nixingthefix
[1] workshop

Top Hashtags in Tweet in G3:
[50] righttorepair
[9] apple
[9] freytechnology
[9] chambersburg
[9] chambersburgpa
[9] repair
[8] ifixit
[8] repairshop
[6] unitoodailynews
[6] hardware

Top Hashtags in Tweet in G4:
[7] righttorepair
[2] appleevent

Top Hashtags in Tweet in G5:
[26] appleevent
[17] righttorepair

Top Hashtags in Tweet in G6:
[49] righttorepair
[7] techrepair
[6] repairshop
[4] repairpeople
[2] fairphone3
[2] repair

Top Hashtags in Tweet in G7:
[20] righttorepair

Top Hashtags in Tweet in G8:
[16] righttorepair
[6] support
[1] techrepair

Top Hashtags in Tweet in G9:
[6] righttorepair
[2] drm
[1] patent
[1] auteursrecht

Top Hashtags in Tweet in G10:
[3] righttorepair
[1] reuse
[1] waste
[1] ewaste
[1] avoidance
[1] circulareconomy

Top Words
Top Words in Tweet in Entire Graph:
[299] Words in Sentiment List#1: Positive
[223] Words in Sentiment List#2: Negative
[5] Words in Sentiment List#3: Angry/Violent
[11780] Non-categorized Words
[12302] Total Words
[364] #righttorepair
[146] repair
[101] new
[101] apple
[70] iphone

Top Words in Tweet in G1:
[78] #righttorepair
[63] repair
[47] restartproject
[28] thurs
[28] 19
[28] sept
[25] repairdata
[24] help
[24] berlin
[23] #opendata

Top Words in Tweet in G2:
[58] #righttorepair
[31] nproctor
[30] apple
[16] out
[12] tpinnetwork
[12] step
[12] s
[11] motherboard
[11] vice
[11] takes

Top Words in Tweet in G3:
[50] #righttorepair
[10] iphone
[9] #apple
[9] replacement
[9] #freytechnology
[9] #chambersburg
[9] #chambersburgpa
[9] #repair
[8] screen
[8] #ifixit

Top Words in Tweet in G4:
[38] new
[36] kaykayclapp
[36] iphone
[31] buying
[29] planning
[29] hope
[29] unless
[29] need
[29] shared
[29] heck

Top Words in Tweet in G5:
[30] ifixit
[30] fix
[29] s
[29] new
[27] buying
[26] #appleevent
[25] day
[25] m
[25] touting
[25] world

Top Words in Tweet in G6:
[49] #righttorepair
[25] apple
[16] repair
[15] independent
[10] new
[10] program
[8] read
[7] fairphone
[7] #techrepair
[7] iphone

Top Words in Tweet in G7:
[60] believe
[20] open
[20] source
[20] sharing
[20] #righttorepair
[20] order
[20] solve
[20] future
[20] problems
[19] robotmakergirl

Top Words in Tweet in G8:
[16] #righttorepair
[9] repair
[8] right
[7] pressure
[6] apple
[6] having
[6] favorable
[6] impact
[6] #support
[5] serviceindassoc

Top Words in Tweet in G9:
[11] ppnl_actie
[10] repareren
[10] voor
[9] algemeen
[9] van
[9] defect
[9] product
[9] beter
[9] dan
[9] weg

Top Words in Tweet in G10:
[11] australia
[6] miss
[6] panel
[6] 2
[6] oct
[6] 'can
[6] talk
[6] 'right
[6] repair'
[6] '

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[61] buying,new
[37] right,repair
[33] planning,buying
[33] new,iphone
[33] iphone,hope
[33] hope,unless
[33] unless,need
[33] need,shared
[33] shared,heck
[33] heck,ton

Top Word Pairs in Tweet in G1:
[28] thurs,19
[28] 19,sept
[22] sept,mozillaberlin
[20] right,repair
[19] berlin,thurs
[16] repairdata,join
[16] #righttorepair,guest
[16] guest,post
[16] post,whichuk
[16] whichuk,great

Top Word Pairs in Tweet in G2:
[12] tpinnetwork,nproctor
[11] nproctor,motherboard
[11] motherboard,vice
[11] vice,step
[11] step,apple
[11] apple,takes
[11] takes,toward
[11] toward,requests
[11] requests,#righttorepair
[11] #righttorepair,show

Top Word Pairs in Tweet in G3:
[9] #freytechnology,#chambersburg
[9] #chambersburg,#chambersburgpa
[9] #chambersburgpa,#repair
[8] #repair,#repairshop
[7] #repairshop,#righttorepair
[6] #unitoodailynews,#ifixit
[6] #ifixit,#hardware
[6] #hardware,#righttorepair
[6] #righttorepair,#diy
[6] screen,replacement

Top Word Pairs in Tweet in G4:
[31] buying,new
[29] planning,buying
[29] new,iphone
[29] iphone,hope
[29] hope,unless
[29] unless,need
[29] need,shared
[29] shared,heck
[29] heck,ton
[28] kaykayclapp,planning

Top Word Pairs in Tweet in G5:
[27] buying,new
[25] s,#appleevent
[25] #appleevent,day
[25] day,m
[25] m,touting
[25] touting,ifixit
[25] ifixit,fix
[25] fix,world
[25] world,shirt
[25] shirt,instead

Top Word Pairs in Tweet in G6:
[6] independent,#repairshop
[5] apple,independent
[4] wigoman,blog
[4] independent,repair
[4] right,repair
[4] repair,program
[4] don,t
[3] irp,program
[3] read,here
[3] learn,more

Top Word Pairs in Tweet in G7:
[20] believe,open
[20] open,source
[20] source,sharing
[20] sharing,believe
[20] believe,#righttorepair
[20] #righttorepair,believe
[20] believe,order
[20] order,solve
[20] solve,future
[20] future,problems

Top Word Pairs in Tweet in G8:
[7] right,repair
[6] pressure,right
[6] repair,having
[6] having,favorable
[6] favorable,impact
[6] impact,#support
[6] #support,#righttorepair
[5] serviceindassoc,pressure
[3] apple,announces
[3] announces,another

Top Word Pairs in Tweet in G9:
[9] algemeen,repareren
[9] repareren,van
[9] van,defect
[9] defect,product
[9] product,beter
[9] beter,dan
[9] dan,weg
[9] weg,gooien
[9] gooien,goed
[9] goed,voor

Top Word Pairs in Tweet in G10:
[6] miss,panel
[6] panel,2
[6] 2,oct
[6] oct,'can
[6] 'can,talk
[6] talk,'right
[6] 'right,repair'
[6] repair',australia
[6] australia,'
[6] ',w

Top Replied-To
Top Replied-To in Entire Graph:
@apple
@digitalliberty
@benhowe
@vinnietortorich
@shanerattenbury
@restartproject
@lexual__
@macleasy
@mauritsriton
@bschuurhuis

Top Replied-To in G1:
@shanerattenbury
@substation33
@restartproject

Top Replied-To in G2:
@apple
@nproctor

Top Replied-To in G5:
@lexual__
@ifixit
@danny_2462

Top Replied-To in G6:
@price_laborecon
@mbaram

Top Replied-To in G8:
@eeesafe

Top Replied-To in G9:
@macleasy
@axelkruk
@bschuurhuis
@mauritsriton

Top Mentioned
Top Mentioned in Entire Graph:
@restartproject
@kaykayclapp
@ifixit
@apple
@nproctor
@repairdata
@mosesbuckwalter
@mozillaberlin
@robotmakergirl
@whichuk

Top Mentioned in G1:
@restartproject
@repairdata
@mozillaberlin
@whichuk
@drrimmer
@ugomatic
@hackspacemag
@commonseac
@anstiftung
@rep_ini

Top Mentioned in G2:
@nproctor
@apple
@tpinnetwork
@motherboard
@vice
@rinasunshine_li
@cathapman
@dailyswig
@securepairs
@paulfroberts

Top Mentioned in G4:
@kaykayclapp
@ifixit
@lbrepair
@mosesbuckwalter
@nytimes

Top Mentioned in G5:
@ifixit
@mosesbuckwalter
@tannerfixestecc
@ianstechyt
@kaykayclapp
@strangepartscom
@twarecycles
@repaircoalition
@nproctor
@tai_kamiya

Top Mentioned in G6:
@apple
@fairphone
@robboblink
@ifixit
@jason_koebler
@midori_otomads
@sbstnschmtthd
@jmhaigh
@mbaram
@asurion

Top Mentioned in G7:
@robotmakergirl

Top Mentioned in G8:
@serviceindassoc
@repaircoalition
@officeforsands
@electricalsr
@rospa
@beisgovuk
@grahamemorris
@dixon_training
@elecsafetyfirst
@kaykayclapp

Top Mentioned in G9:
@ppnl_actie
@stichtingsire
@repaircoalition
@mauritsriton
@kaykayclapp
@macleasy

Top Mentioned in G10:
@blooplanet
@jesseadamsstein
@guykeulemans
@kaykayclapp

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@rjber15
@gamergeeknews
@ask_spectrum
@slate
@principia
@nytimes
@drrimmer
@lexual__
@gambiste1

Top Tweeters in G1:
@drrimmer
@_trina_maria_
@cabbidges
@maelorin
@a_ka_es
@zananeichan
@ki_sekiya
@bebravemyloves
@t_s_institute
@concreted0g

Top Tweeters in G2:
@rjber15
@vice
@wired
@motherboard
@wm0197
@raritania01
@shortformernie
@kjjaeger
@3ddi3rs
@ftc

Top Tweeters in G3:
@gamergeeknews
@diabeticcyborgg
@grollen
@creativewolf
@leojtravis10
@rektide
@mfioretti_en
@faqmac
@id0ts
@dmirams

Top Tweeters in G4:
@principia
@nytimes
@amaenad
@the_psi_lord
@yungchristus
@brentkev
@captdaf
@holly
@unnamedreview
@itech911

Top Tweeters in G5:
@lexual__
@im4ch3t3
@system2048
@zuiko21
@lunaforeverr
@maxvipworld
@m4ttyn
@tingftw
@tyler_t_raw_8
@flkohai

Top Tweeters in G6:
@verge
@price_laborecon
@pcmag
@kbhasi
@mbaram
@thisisnoahevans
@jmhaigh
@retaildive
@verdictuk
@fairphone

Top Tweeters in G7:
@jmhardinboston
@cwcrawlers
@theswiss
@thriobologist
@mikeystep
@manueldata
@robotmakergirl
@nr0q_radio
@vanessasun101
@nullcolaship

Top Tweeters in G8:
@albertputnam
@grahamemorris
@beisgovuk
@nagou_san
@gtvehicle
@elecsafetyfirst
@dommeboer
@rospa
@officeforsands
@benlovejoy

Top Tweeters in G9:
@macharoesink
@wabrandsma
@chantalmdevries
@mireillemoret
@marleenstikker
@mauritsriton
@cvwillegen
@fokkezijlstra
@stichtingsire
@piratenpartijfr

Top Tweeters in G10:
@dpontarlier
@ckohtala
@russellprof
@jesseadamsstein
@rosereadmobile
@blooplanet
@vrjoshi18
@guykeulemans
@odandh
@digijalanjalan


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