#RightToRepair, Twitter, 5/27/2019 4:57:08 AM, 198158


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#RightToRepair_2019-05-26_21-40-20.xlsx
#RightToRepair_2019-05-26_21-40-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 27, 2019
Short Description:
#RightToRepair via NodeXL http://bit.ly/2W2x6Fk
@repaircoalition
@nproctor
@restartproject
@ifixit
@kaykayclapp
@coteauteam
@totoollibrary
@coteau
@jmhaigh
@cradvocacy

Top hashtags:
#righttorepair
#apple
#repair
#repairshop
#endangeredspeciesday
#ewaste
#cdnpoli

Description:
Description
The graph represents a network of 544 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 Monday, 27 May 2019 at 04:40 UTC.

The requested start date was Monday, 27 May 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, 11-hour, 54-minute period from Monday, 13 May 2019 at 01:44 UTC to Sunday, 26 May 2019 at 13:39 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 : 544
Unique Edges : 699
Edges With Duplicates : 244
Total Edges : 943
Number of Edge Types : 3
Tweet : 199
Mentions : 707
Replies to : 37
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.0277349768875193
Reciprocated Edge Ratio : 0.0539730134932534
Connected Components : 100
Single-Vertex Connected Components : 65
Maximum Vertices in a Connected Component : 366
Maximum Edges in a Connected Component : 719
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.952333
Graph Density : 0.00225801646625501
Modularity : 0.619175
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://ifixit.org/blog/16766/why-right-to-repair-matters-our-testimony-to-the-ftc/
[8] https://www.michaelcoteau.com/right_to_repair
[7] https://makerfaire.com/maker/entry/70384/
[7] https://securepairs.org/
[5] https://www.wired.com/story/right-to-repair-tenants-on-our-own-devices/?mbid=social_twitter_onsiteshare
[5] https://act.openmedia.org/your-right-to-repair?utm_source=twitter&utm_medium=typage&utm_content=&utm_campaign=7176&utm_term=&tdid=2173
[4] https://www.wired.com/story/right-to-repair-tenants-on-our-own-devices/
[4] https://gizmodo.com/right-to-repair-is-less-complicated-and-more-important-1834672055
[4] https://twitter.com/YouEqualTech/status/1128636264675270656
[4] https://torontosun.com/opinion/columnists/coteau-give-people-right-to-repair-electronic-devices

Top URLs in Tweet in G1:
[2] https://makerfaire.com/maker/entry/70384/
[2] https://www.chicagobusiness.com/manufacturing/why-deere-and-cat-dont-want-customers-do-it-themselves
[1] https://www.positive.news/economics/claiming-the-right-to-repair/
[1] https://twitter.com/i/web/status/1127185218794938370
[1] https://torontosun.com/opinion/columnists/coteau-give-people-right-to-repair-electronic-devices
[1] https://twitter.com/i/web/status/1127992283075203072
[1] https://twitter.com/i/web/status/1127995392916779008
[1] https://www.bozemandailychronicle.com/opinions/letters_to_editor/sen-daines-should-support-right-to-repair-laws/article_5178b1f4-18bc-5bd7-b611-3b7231b09c1f.html
[1] https://twitter.com/RobBobLink/status/1128654132997447680
[1] https://twitter.com/i/web/status/1128699302086361093

Top URLs in Tweet in G2:
[2] https://twitter.com/wired/status/1130959714311974918
[2] https://www.theverge.com/2019/5/21/18624846/amazon-marketplace-apple-deal-iphones-mac-third-party-sellers-john-bumstead
[1] https://www.instagram.com/p/BxYk6C1jfC_/
[1] https://twitter.com/i/web/status/1127850491143000064
[1] https://www.theguardian.com/technology/2019/may/08/sidestepping-apple-the-third-party-tinkerers-fighting-for-your-right-to-repair?CMP=share_btn_tw
[1] https://gizmodo.com/right-to-repair-is-less-complicated-and-more-important-1834672055
[1] http://minnesota.repair.org/?source=twitter&
[1] https://www.bloomberg.com/opinion/articles/2019-04-23/u-s-farmers-need-a-better-way-to-fix-their-tractors
[1] https://www.theguardian.com/technology/2019/may/08/sidestepping-apple-the-third-party-tinkerers-fighting-for-your-right-to-repair
[1] https://twitter.com/i/web/status/1126825266448347137

Top URLs in Tweet in G3:
[8] https://www.michaelcoteau.com/right_to_repair
[5] https://act.openmedia.org/your-right-to-repair?utm_source=twitter&utm_medium=typage&utm_content=&utm_campaign=7176&utm_term=&tdid=2173
[2] https://torontosun.com/opinion/columnists/coteau-give-people-right-to-repair-electronic-devices
[1] https://twitter.com/i/web/status/1128400924400025601
[1] https://twitter.com/i/web/status/1128399947190218752
[1] https://twitter.com/i/web/status/1128400220696477698
[1] https://www.cbc.ca/news/canada/toronto/right-to-repair-legislation-device-smartphone-1.5144235
[1] https://twitter.com/coteau/status/1128400924400025601
[1] https://twitter.com/i/web/status/1129079191545233408
[1] https://twitter.com/i/web/status/1127704071908024326

Top URLs in Tweet in G4:
[4] https://twitter.com/YouEqualTech/status/1128636264675270656
[1] https://therestartproject.org/campaigner/
[1] https://twitter.com/i/web/status/1127831007300915201
[1] https://twitter.com/i/web/status/1128221164122320896
[1] https://twitter.com/SantaFeReporter/status/1128787150328205314
[1] https://twitter.com/i/web/status/1129685680316190720
[1] https://twitter.com/i/web/status/1130754667904937984
[1] https://twitter.com/i/web/status/1130761958871961601
[1] https://twitter.com/i/web/status/1128697244461481986
[1] https://securepairs.org/

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1128372024131444744
[1] https://motherboard.vice.com/en_us/article/wjvdb4/apple-is-telling-lawmakers-people-will-hurt-themselves-if-they-try-to-fix-iphones
[1] https://twitter.com/i/web/status/1129458917283549184
[1] https://twitter.com/OnePlus_USA/status/1128288375365095424

Top URLs in Tweet in G6:
[7] https://ifixit.org/blog/16766/why-right-to-repair-matters-our-testimony-to-the-ftc/
[5] https://makerfaire.com/maker/entry/70384/
[3] https://www.youtube.com/watch?v=LqoxVAwSOgY

[1] https://twitter.com/i/web/status/1126919717216636930
[1] https://twitter.com/i/web/status/1128053889859760128
[1] https://securepairs.org/
[1] https://twitter.com/i/web/status/1130707860281864192
[1] https://twitter.com/i/web/status/1128155146737700864
[1] https://repair.org/

Top URLs in Tweet in G7:
[2] https://twitter.com/RepairCoalition/status/1129497045742575617
[1] https://twitter.com/i/web/status/1130473333995163648
[1] https://twitter.com/i/web/status/1128303549530554373
[1] https://wigoman.blogspot.com/2019/05/iphone-repair-near-me-how-to-find-your.html
[1] https://www.wired.com/story/right-to-repair-tenants-on-our-own-devices/
[1] https://torontosun.com/opinion/columnists/coteau-give-people-right-to-repair-electronic-devices
[1] https://www.masslive.com/news/2019/05/new-right-to-repair-battle-rages-between-car-manufacturers-and-repair-shops.html
[1] https://www.businessinsider.com/apple-store-experience-bad-2019-5
[1] https://twitter.com/i/web/status/1130658810194845701
[1] https://twitter.com/i/web/status/1130807891969990657

Top URLs in Tweet in G8:
[1] https://twitter.com/OpenMediaOrg/status/1131672391749382144

Top URLs in Tweet in G9:
[4] https://www.wired.com/story/right-to-repair-tenants-on-our-own-devices/?mbid=social_twitter_onsiteshare
[1] https://www.wired.com/story/right-to-repair-security-experts-california/?utm_content=91731983&utm_medium=social&utm_source=twitter&hss_channel=tw-898563251016880129
[1] https://twitter.com/i/web/status/1130574187876233217
[1] https://www.chicagobusiness.com/manufacturing/why-deere-and-cat-dont-want-customers-do-it-themselves
[1] https://twitter.com/i/web/status/1130573371425656832
[1] https://twitter.com/_jfeldman/status/1129865931717529601

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1129469524569411584

Top Domains
Top Domains in Tweet in Entire Graph:
[134] twitter.com
[12] wired.com
[12] instagram.com
[9] ifixit.org
[8] securepairs.org
[8] michaelcoteau.com
[7] makerfaire.com
[6] repair.org
[6] co.uk
[6] youtube.com

Top Domains in Tweet in G1:
[30] twitter.com
[2] makerfaire.com
[2] time.com
[2] wired.com
[2] chicagobusiness.com
[1] positive.news
[1] torontosun.com
[1] bozemandailychronicle.com
[1] repair.org
[1] securepairs.org

Top Domains in Tweet in G2:
[26] twitter.com
[11] instagram.com
[3] repair.org
[3] co.uk
[3] switchedonnetwork.com
[2] theguardian.com
[2] boardtownblast.com
[2] theverge.com
[1] gizmodo.com
[1] bloomberg.com

Top Domains in Tweet in G3:
[8] michaelcoteau.com
[6] twitter.com
[5] openmedia.org
[2] torontosun.com
[1] cbc.ca

Top Domains in Tweet in G4:
[18] twitter.com
[3] co.uk
[1] therestartproject.org
[1] securepairs.org
[1] wired.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] vice.com

Top Domains in Tweet in G6:
[7] ifixit.org
[5] makerfaire.com
[4] twitter.com
[3] youtube.com
[1] securepairs.org
[1] repair.org

Top Domains in Tweet in G7:
[12] twitter.com
[2] wired.com
[1] blogspot.com
[1] torontosun.com
[1] masslive.com
[1] businessinsider.com
[1] apple.com
[1] yahoo.com
[1] gizmodo.com

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

Top Domains in Tweet in G9:
[5] wired.com
[3] twitter.com
[1] chicagobusiness.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[449] righttorepair
[27] apple
[20] repair
[17] repairshop
[16] endangeredspeciesday
[15] ewaste
[14] cdnpoli
[10] freytechnology
[10] chambersburg
[10] chambersburgpa



Top Hashtags in Tweet in G1:
[115] righttorepair
[3] electronics
[2] ewaste
[2] aurighttorepair
[1] oems
[1] infosec
[1] comcastic
[1] westeros
[1] greenwashing
[1] print

Top Hashtags in Tweet in G2:
[77] righttorepair
[16] apple
[13] repair
[10] freytechnology
[10] chambersburg
[10] chambersburgpa
[10] repairshop
[9] iphone
[5] ifixit
[5] diy

Top Hashtags in Tweet in G3:
[21] righttorepair
[14] cdnpoli
[10] onpoli
[8] ontag
[2] olpldr
[2] olp
[2] toronto
[2] hrbc
[2] yorkcentre
[2] willowdale

Top Hashtags in Tweet in G4:
[38] righttorepair
[6] netzerouk
[1] cdw2019
[1] lovecarbon
[1] climatetakeback
[1] infosec
[1] eu
[1] design
[1] designers
[1] fixitclinic

Top Hashtags in Tweet in G5:
[22] righttorepair
[16] endangeredspeciesday

Top Hashtags in Tweet in G6:
[38] righttorepair
[1] infosec
[1] ewaste
[1] savetheworld
[1] recycling

Top Hashtags in Tweet in G7:
[25] righttorepair
[1] technews
[1] mnleg

Top Hashtags in Tweet in G8:
[6] righttorepair

Top Hashtags in Tweet in G9:
[9] righttorepair
[2] devices
[2] openhardware
[2] healthcare
[2] accessibility
[1] ownership
[1] smart
[1] apple
[1] mobile
[1] repair

Top Hashtags in Tweet in G10:
[10] portsmouth
[10] southsea
[10] fratton
[10] righttorepair
[10] pompeyfix
[1] climateaction
[1] climatebreakdown

Top Words
Top Words in Tweet in Entire Graph:
[375] Words in Sentiment List#1: Positive
[257] Words in Sentiment List#2: Negative
[22] Words in Sentiment List#3: Angry/Violent
[14143] Non-categorized Words
[14775] Total Words
[448] #righttorepair
[126] repair
[79] apple
[76] repaircoalition
[74] fix

Top Words in Tweet in G1:
[115] #righttorepair
[59] repaircoalition
[44] fix
[35] nproctor
[33] apple
[29] want
[25] rights
[22] ownership
[21] something
[20] litmus

Top Words in Tweet in G2:
[76] #righttorepair
[17] repair
[16] #apple
[13] #repair
[10] #freytechnology
[10] #chambersburg
[10] #chambersburgpa
[10] #repairshop
[9] #iphone
[9] frey

Top Words in Tweet in G3:
[49] coteau
[42] repair
[34] fordnation
[34] pcs
[34] voted
[34] protect
[34] big
[34] tech
[34] companies
[34] control

Top Words in Tweet in G4:
[38] #righttorepair
[26] restartproject
[19] green
[18] repair
[16] new
[13] deal
[12] original
[8] stuff
[8] make
[7] need

Top Words in Tweet in G5:
[30] kaykayclapp
[22] #righttorepair
[19] hurt
[18] apple
[18] california
[17] themselves
[16] today
[16] #endangeredspeciesday
[16] easily
[16] removable

Top Words in Tweet in G6:
[38] #righttorepair
[29] ifixit
[17] bill
[9] couple
[9] days
[9] left
[9] floor
[9] vote
[9] minnesota's
[9] take

Top Words in Tweet in G7:
[25] #righttorepair
[15] s
[15] phone
[14] argument
[13] cradvocacy
[13] person
[13] purchases
[13] electronics
[13] whether
[13] toaster

Top Words in Tweet in G8:
[6] #righttorepair
[5] movement
[4] already
[4] well
[4] over
[4] 10
[4] 000
[4] signatures
[4] gaining
[4] ground

Top Words in Tweet in G9:
[9] #righttorepair
[6] wired
[4] tenants
[4] devices
[3] s
[2] #devices
[2] tractor
[2] apple
[2] sandra
[2] isabelle

Top Words in Tweet in G10:
[16] repaircafeports
[10] here's
[10] we've
[10] up
[10] during
[10] first
[10] year
[10] #portsmouth
[10] #southsea
[10] #fratton

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[35] tech,companies
[34] fordnation,pcs
[34] pcs,voted
[34] voted,protect
[34] protect,big
[34] big,tech
[34] companies,control
[34] control,over
[34] over,much
[34] much,pay

Top Word Pairs in Tweet in G1:
[20] #righttorepair,litmus
[20] litmus,test
[20] test,ownership
[20] ownership,fix
[20] fix,something
[20] something,wrong
[20] wrong,rights
[19] repaircoalition,#righttorepair
[18] buy,new
[10] don,t

Top Word Pairs in Tweet in G2:
[10] #chambersburg,#chambersburgpa
[10] #repair,#repairshop
[10] #repairshop,#righttorepair
[9] #freytechnology,#chambersburg
[9] #chambersburgpa,#repair
[9] frey,technology
[7] right,repair
[5] #righttorepair,#iphone
[4] pass,first
[4] #apple,#iphone

Top Word Pairs in Tweet in G3:
[34] fordnation,pcs
[34] pcs,voted
[34] voted,protect
[34] protect,big
[34] big,tech
[34] tech,companies
[34] companies,control
[34] control,over
[34] over,much
[34] much,pay

Top Word Pairs in Tweet in G4:
[13] green,new
[13] new,deal
[7] need,make
[7] make,connection
[7] connection,between
[7] between,green
[7] deal,#righttorepair
[7] #righttorepair,repair
[7] repair,reuse
[7] reuse,jobs

Top Word Pairs in Tweet in G5:
[17] hurt,themselves
[16] today,#endangeredspeciesday
[16] #endangeredspeciesday,easily
[16] easily,removable
[16] removable,batteries
[16] batteries,brink
[16] brink,extinction
[16] extinction,play
[16] play,huge
[16] huge,role

Top Word Pairs in Tweet in G6:
[9] couple,days
[9] days,left
[9] left,floor
[9] floor,vote
[9] vote,minnesota's
[9] minnesota's,#righttorepair
[9] #righttorepair,bill
[9] bill,take
[9] take,two
[9] two,minutes

Top Word Pairs in Tweet in G7:
[13] argument,person
[13] person,purchases
[13] purchases,electronics
[13] electronics,whether
[13] whether,s
[13] s,toaster
[13] toaster,fridge
[13] fridge,tractor
[13] tractor,cell
[13] cell,phone

Top Word Pairs in Tweet in G8:
[5] #righttorepair,movement
[4] already,well
[4] well,over
[4] over,10
[4] 10,000
[4] 000,signatures
[4] signatures,#righttorepair
[4] movement,gaining
[4] gaining,ground
[4] ground,canada

Top Word Pairs in Tweet in G9:
[4] tenants,devices
[4] devices,wired
[4] wired,#righttorepair
[2] sandra,isabelle
[2] isabelle,presenting
[2] presenting,careablesorg
[2] careablesorg,cbase
[2] cbase,berlin
[2] berlin,#openhardware
[2] #openhardware,#healthcare

Top Word Pairs in Tweet in G10:
[10] here's,we've
[10] we've,up
[10] up,during
[10] during,first
[10] first,year
[10] year,#portsmouth
[10] #portsmouth,#southsea
[10] #southsea,#fratton
[10] #fratton,#righttorepair
[10] #righttorepair,#pompeyfix

Top Replied-To
Top Replied-To in Entire Graph:
@nproctor
@keigerinc
@comptia
@eeesafe
@arstechnica
@jmhaigh
@van_tho
@0xmchow
@xrbristol
@repaircoalition

Top Replied-To in G1:
@nproctor
@comptia
@keigerinc
@eeesafe
@bergmayer
@0xmchow
@arstechnica
@wittygrittyphl
@jmhaigh

Top Replied-To in G4:
@designrealityuk
@aoc
@nc_cyberlaw

Top Replied-To in G5:
@im4ch3t3
@kaykayclapp

Top Replied-To in G6:
@repaircoalition
@ifixit
@ewastewatch
@kwiens

Top Replied-To in G7:
@jeffjarvis

Top Replied-To in G8:
@van_tho

Top Mentioned
Top Mentioned in Entire Graph:
@repaircoalition
@coteau
@ifixit
@nproctor
@fordnation
@kaykayclapp
@restartproject
@cradvocacy
@repaircafeports
@jmhaigh

Top Mentioned in G1:
@repaircoalition
@nproctor
@ifixit
@jmhaigh
@uspirg
@johndeere
@gizmodo
@twosidesna
@edmpirg
@ntusikov

Top Mentioned in G2:
@0wasteto

Top Mentioned in G3:
@coteau
@fordnation
@navdeepsbains
@coteauteam
@j_scott_
@thetorontosun
@jordanaglass
@repaircoalition
@therepairdude
@sabiletrimm

Top Mentioned in G4:
@restartproject
@zeynep
@design_week
@mazzucatom
@repaircoalition
@brightonrepcafe
@nproctor
@paulfroberts
@aoc
@ipad_rehab

Top Mentioned in G5:
@kaykayclapp
@ifixit
@craigelloyd
@taylorcdixon
@mcdonalds
@itsnoahevans

Top Mentioned in G6:
@ifixit
@ftc
@kwiens
@makerfaire
@bcmakes
@nproctor
@repaircoalition
@twarecycles
@securepairs
@cradvocacy

Top Mentioned in G7:
@cradvocacy
@nproctor
@apple
@therepairdude
@repaircoalition
@uspirg
@fieldguideinc
@gracie
@gracielootoday
@comptia

Top Mentioned in G8:
@totoollibrary
@restartproject
@insertech
@rubbishmaker
@repaircafeto
@repairmatters
@freegeekvan
@mgifford
@luisalyji
@futuresottawa

Top Mentioned in G9:
@wired
@careablesorg
@cbase
@fablabbln
@zeynep
@ewarren
@cradvocacy
@nproctor
@repaircoalition
@wearegig

Top Mentioned in G10:
@repaircafeports

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@gamergeeknews
@mcdonalds
@smell3roses
@redhed67
@drrimmer
@meeksvs
@linmp1031
@johnfurrtoronto
@thetorontosun

Top Tweeters in G1:
@linmp1031
@diabeticcyborgg
@jartoya
@carolsott
@gizmodo
@steedmrspeel
@arstechnica
@clippersncrows
@nasa
@kbhasi

Top Tweeters in G2:
@gamergeeknews
@redhed67
@erik_griswold
@asliverarrow
@secrecon
@kramse
@iphoeniix
@lunadyana
@grantpotter
@mmahoooooit

Top Tweeters in G3:
@smell3roses
@meeksvs
@johnfurrtoronto
@thetorontosun
@sunnydays180
@hs88_hs88
@whaaf
@epicsquidgey
@jordanaglass
@mrmuzzdog

Top Tweeters in G4:
@armyofwomack
@zeynep
@adamjwest
@nc_cyberlaw
@design_week
@restartproject
@janetgunter
@mazzucatom
@donaldjmorin
@iznel7

Top Tweeters in G5:
@mcdonalds
@im4ch3t3
@encthenet
@jesshutch
@filthynerd
@j3mbe
@itsnoahevans
@mikrfe
@alan_ie
@vonhammerstei

Top Tweeters in G6:
@anagazo
@grimneko
@kiruseinagisa
@imacservimiguel
@ftc
@msenese
@dmoisan
@josehawking
@ifixit
@kwiens

Top Tweeters in G7:
@snyde043
@jeffjarvis
@craignewmark
@taimur_t_malik
@trainwithbain
@wahomeowner
@albertputnam
@kjjaeger
@chrishendel
@sensanders

Top Tweeters in G8:
@mgifford
@debmerriam
@livingsanctuary
@mekki
@van_tho
@totoollibrary
@steho_
@mel_hogan
@freegeektoronto
@yowtoollibrary

Top Tweeters in G9:
@drrimmer
@wired
@crainschicago
@ericlindsay
@suzrdg
@jamiexml
@_jfeldman
@ewarren
@cbase
@wearegig

Top Tweeters in G10:
@southseascene
@greenhampshire
@portsmouthld
@southsearetweet
@wtrlvilecyclist
@leehunt6
@rayne360
@cheversar
@sandcpompey
@williamgeorgeq