NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

#RightToRepair_2019-12-02_10-16-49.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Description:
Description
The graph represents a network of 795 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, 02 December 2019 at 18:17 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 17-hour, 28-minute period from Monday, 18 November 2019 at 01:19 UTC to Sunday, 01 December 2019 at 18:47 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 : 795
Unique Edges : 1126
Edges With Duplicates : 499
Total Edges : 1625
Number of Edge Types : 3
Mentions : 1275
Replies to : 70
Tweet : 280
Self-Loops : 280
Reciprocated Vertex Pair Ratio : 0.0285714285714286
Reciprocated Edge Ratio : 0.0555555555555556
Connected Components : 115
Single-Vertex Connected Components : 67
Maximum Vertices in a Connected Component : 534
Maximum Edges in a Connected Component : 1326
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.900806
Graph Density : 0.0018250083170952
Modularity : 0.551975
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 795 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, 02 December 2019 at 18:17 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 17-hour, 28-minute period from Monday, 18 November 2019 at 01:19 UTC to Sunday, 01 December 2019 at 18:47 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 : #RightToRepair
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:
[13] https://www.engadget.com/2019/11/21/apple-repair-costs/
[10] https://repair.org/
[8] https://www.nytimes.com/2019/11/20/opinion/military-right-to-repair.html
[8] https://twitter.com/kwiens/status/1197137381775818752
[7] https://www.vice.com/en_us/article/wjw3w4/apple-tells-congress-youll-hurt-yourself-if-you-try-to-fix-your-iphone
[6] https://twitter.com/TechnicalNature/status/1198947287185133569
[5] https://www.shareable.net/right-to-repair-movement-invites-us-to-review-the-way-we-produce-and-consume-electronics/
[5] https://www.youtube.com/watch?v=a5cRU3_XaM0&feature=youtu.be

[5] https://blog.adafruit.com/2019/11/20/one-reason-the-u-s-military-cant-fix-its-own-equipment-righttorepair-nytimes/
[4] https://twitter.com/iFixit/status/1198300250181648384

Top URLs in Tweet in G1:
[9] https://repair.org/
[5] https://www.vice.com/en_us/article/wjw3w4/apple-tells-congress-youll-hurt-yourself-if-you-try-to-fix-your-iphone
[5] https://twitter.com/TechnicalNature/status/1198947287185133569
[4] https://www.jdsupra.com/legalnews/to-repair-or-not-to-repair-electronic-37517/
[4] https://www.engadget.com/2019/11/21/apple-repair-costs/
[3] https://www.nytimes.com/2019/11/20/opinion/military-right-to-repair.html
[3] https://twitter.com/iFixit/status/1198300250181648384
[3] https://twitter.com/chrisbrogan/status/1197169764637892608
[3] https://www.abc27.com/news/pennsylvania/pennsylvanians-should-have-right-to-fix-own-stuff-group-says/
[3] https://www.nytimes.com/2019/11/20/technology/personaltech/green-environmental-tech.html

Top URLs in Tweet in G2:
[2] https://www.shareable.net/right-to-repair-movement-invites-us-to-review-the-way-we-produce-and-consume-electronics/
[2] https://ecostandard.org/news_events/the-inconvenient-truth-about-e-waste/
[2] https://repairably.com/blog/waste-recycling-will-not-catch-up-with-our-consumption-we-have-to-repair-more-says-the-reparability-specialist/
[1] https://twitter.com/i/web/status/1200018651891617793
[1] https://www.euractiv.com/section/circular-economy/news/circular-economy-is-number-one-priority-of-european-green-deal/
[1] https://twitter.com/PBarczak/status/1196316206203953153
[1] https://www.bbc.com/news/amp/technology-50505342?__twitter_impression=true
[1] https://twitter.com/i/web/status/1200332687782924288
[1] https://twitter.com/i/web/status/1200418856680009733
[1] https://repair.eu/

Top URLs in Tweet in G3:
[2] https://townhall.com/columnists/bethanypatterson/2019/11/12/right-to-repair-does-not-mean-the-right-to-intellectual-property-n2556133
[2] https://www.nytimes.com/2019/11/20/opinion/military-right-to-repair.html
[2] https://www.engadget.com/2019/11/21/apple-repair-costs/
[2] https://www.youtube.com/watch?v=a5cRU3_XaM0&feature=youtu.be

[1] https://ec.europa.eu/commission/presscorner/detail/en/IP_19_5895
[1] https://twitter.com/nProctor/status/1196479808936517635
[1] https://grist.org/article/could-letting-consumers-fix-their-own-iphones-help-save-the-planet/?fbclid=IwAR1uKZUNj2GfZ2Fuc3m9qsVkcaeGcO9yofe3czn6HnS1lmwxq75rxkf0pp0
[1] https://www.youtube.com/watch?v=lTpHa70DDX0&feature=youtu.be

[1] https://blog.adafruit.com/2019/11/20/one-reason-the-u-s-military-cant-fix-its-own-equipment-righttorepair-nytimes/
[1] https://www.vice.com/en_us/article/9kxzpy/apple-is-still-trying-to-sue-the-owner-of-an-independent-iphone-repair-shop-louis-rossmann-henrik-huseby

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://motherboard.vice.com/en_us/article/wjvdb4/apple-is-telling-lawmakers-people-will-hurt-themselves-if-they-try-to-fix-iphones
[1] https://www.ifixit.com/News/the-battle-of-boston-manufacturers-war-with-fixers-at-repair-bill-hearing

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=w5JbgGxa2aU&feature=youtu.be

[1] https://twitter.com/phonerepairgirl/status/1200942476367781888
[1] https://twitter.com/i/web/status/1198778719554260992
[1] https://twitter.com/i/web/status/1199797697965953030
[1] https://twitter.com/i/web/status/1199084314195042310
[1] Https://www.nytimes.com/2019/11/20/opinion/military-right-to-repair.html?smid=nytcore-ios-share

Top URLs in Tweet in G7:
[7] https://www.engadget.com/2019/11/21/apple-repair-costs/
[1] https://twitter.com/i/web/status/1199350161803218945
[1] https://twitter.com/i/web/status/1200069335101902855
[1] https://twitter.com/i/web/status/1199762871141437440
[1] https://www.usatoday.com/in-depth/news/investigations/2019/11/20/puppies-phones-porn-meat-milk-how-model-legislation-and-copycat-bills-affect-consumers/2525454001/
[1] https://publicintegrity.org/federal-politics/state-politics/copy-paste-legislate/model-legislation-tracker-copy-paste-legislate/
[1] https://www.instagram.com/p/B5LWxayAoSM/?igshid=1ea59o99i0okf
[1] https://twitter.com/i/web/status/1199784181267603461
[1] https://twitter.com/i/web/status/1199080899934994432
[1] https://www.businessinsider.com/apple-loses-money-on-device-repairs-every-year-2019-11

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1199797575643095041
[1] https://twitter.com/rubbishmaker/status/1197883635942199296
[1] https://twitter.com/i/web/status/1199796844013879296
[1] https://twitter.com/i/web/status/1200722132424105984
[1] https://twitter.com/AdamMinter/status/1197696993826492416
[1] https://repair.org/

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1198955061931589633

Top Domains
Top Domains in Tweet in Entire Graph:
[194] twitter.com
[24] youtube.com
[18] vice.com
[14] nytimes.com
[13] engadget.com
[12] repair.org
[8] instagram.com
[6] gizmodo.com
[5] shareable.net
[5] adafruit.com

Top Domains in Tweet in G1:
[101] twitter.com
[11] repair.org
[7] vice.com
[6] nytimes.com
[4] gizmodo.com
[4] jdsupra.com
[4] engadget.com
[3] abc27.com
[2] themissouritimes.com
[2] extremetech.com

Top Domains in Tweet in G2:
[14] twitter.com
[2] shareable.net
[2] ecostandard.org
[2] repairably.com
[1] euractiv.com
[1] bbc.com
[1] repair.eu
[1] ciernalabut.sk
[1] youtube.com
[1] halteobsolescence.org

Top Domains in Tweet in G3:
[31] twitter.com
[8] youtube.com
[5] instagram.com
[3] nytimes.com
[2] europa.eu
[2] townhall.com
[2] engadget.com
[2] vice.com
[2] co.uk
[2] cdccellularrepair.com

Top Domains in Tweet in G4:
[1] nytimes.com
[1] vice.com
[1] ifixit.com

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

Top Domains in Tweet in G7:
[7] engadget.com
[6] twitter.com
[2] youtube.com
[1] usatoday.com
[1] publicintegrity.org
[1] instagram.com
[1] businessinsider.com
[1] vice.com

Top Domains in Tweet in G9:
[5] twitter.com
[1] repair.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[738] righttorepair
[41] waste
[41] ewaste
[34] repair
[25] ewwr2019
[22] apple
[18] techrepair
[18] ifixit
[12] recycling
[11] diy



Top Hashtags in Tweet in G1:
[263] righttorepair
[12] repair
[12] techrepair
[8] circulardesign
[8] circulartech
[5] ewwr2019
[5] copyright
[4] waste
[4] ewaste
[3] dmca

Top Hashtags in Tweet in G2:
[85] righttorepair
[33] waste
[29] ewaste
[16] ewwr2019
[11] recycling
[9] prevention
[8] repaired
[8] makefridaygreenagain
[7] eu
[6] eugreendeal

Top Hashtags in Tweet in G3:
[77] righttorepair
[13] apple
[9] iphone
[9] diy
[8] repair
[7] ifixit
[6] unitoodailynews
[6] hardware
[5] freytechnology
[5] chambersburg

Top Hashtags in Tweet in G4:
[49] righttorepair
[1] ifixit
[1] giveaway

Top Hashtags in Tweet in G5:
[1] righttorepair

Top Hashtags in Tweet in G6:
[54] righttorepair
[9] ifixit
[7] 3rdpartyrepair
[5] techrepair
[3] fixtheworld
[1] waste
[1] ewaste
[1] repair
[1] mache
[1] copyright

Top Hashtags in Tweet in G7:
[25] righttorepair
[4] grassroots
[2] rossmannrepair
[2] makeitright
[1] wkrp
[1] thanksgiving
[1] repair
[1] circulardesign
[1] circulartech
[1] applesucks

Top Hashtags in Tweet in G8:
[20] righttorepair
[1] rtr
[1] trustnobitch
[1] privacy
[1] ifixit

Top Hashtags in Tweet in G9:
[20] righttorepair
[1] ewwr2019
[1] wastecolonialism
[1] whitesplaining
[1] theothers
[1] ownvoices

Top Hashtags in Tweet in G10:
[18] righttorepair

Top Words
Top Words in Tweet in Entire Graph:
[803] Words in Sentiment List#1: Positive
[655] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[21966] Non-categorized Words
[23424] Total Words
[738] #righttorepair
[242] apple
[227] repair
[127] fix
[102] repaircoalition

Top Words in Tweet in G1:
[263] #righttorepair
[116] repair
[107] apple
[90] repaircoalition
[82] fix
[70] nproctor
[60] stuff
[50] right
[48] great
[34] uspirg

Top Words in Tweet in G2:
[85] #righttorepair
[76] r2reurope
[37] waste
[35] better
[34] ecos_standard
[34] good
[33] #waste
[31] need
[29] repair
[29] know

Top Words in Tweet in G3:
[77] #righttorepair
[23] repair
[15] apple
[13] #apple
[12] military
[9] right
[9] #iphone
[9] #diy
[8] more
[8] #repair

Top Words in Tweet in G4:
[61] kaykayclapp
[49] #righttorepair
[47] apple
[47] hurt
[46] consumers
[46] themselves
[45] killed
[45] legislation
[45] california
[45] telling

Top Words in Tweet in G5:
[2] revive

Top Words in Tweet in G6:
[54] #righttorepair
[36] iphone
[27] phonerepairgirl
[24] go
[18] screen
[17] repair
[14] devices
[12] decided
[12] ahead
[12] upload

Top Words in Tweet in G7:
[25] #righttorepair
[19] apple
[7] buy
[7] tim_cook
[7] forces
[7] well
[7] maybe
[7] someone
[7] phone
[6] jcow

Top Words in Tweet in G8:
[20] talked
[20] #righttorepair
[20] press
[20] employees
[20] apple
[20] stores
[20] stealing
[20] nudes
[19] badassbowden

Top Words in Tweet in G9:
[20] #righttorepair
[7] last
[7] stuff
[7] wr3a
[6] apple
[6] much
[6] year's
[6] futureproofing
[6] ownership
[6] technology

Top Words in Tweet in G10:
[18] thought
[18] teach
[18] 11yr
[18] daughter
[18] lesson
[18] giving
[18] #righttorepair
[18] 6s
[18] cracked
[18] screen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[53] #righttorepair,legislation
[53] right,repair
[52] hurt,themselves
[48] apple,killed
[48] killed,#righttorepair
[48] legislation,california
[48] california,telling
[48] telling,lawmakers
[48] lawmakers,consumers
[48] consumers,hurt

Top Word Pairs in Tweet in G1:
[42] fix,stuff
[24] right,repair
[22] #righttorepair,join
[21] world,fix
[20] stuff,work
[20] work,great
[20] great,summary
[20] summary,catiekeck
[20] catiekeck,feat
[20] feat,repaircoalition

Top Word Pairs in Tweet in G2:
[24] recycling,good
[24] good,know
[24] know,better
[24] better,reducing
[24] reducing,#waste
[24] #waste,case
[24] case,#ewaste
[24] #ewaste,need
[24] need,adequate
[24] adequate,legislation

Top Word Pairs in Tweet in G3:
[7] right,repair
[6] #unitoodailynews,#ifixit
[6] #ifixit,#hardware
[6] #hardware,#righttorepair
[6] #righttorepair,#diy
[5] #freytechnology,#chambersburg
[5] #chambersburg,#chambersburgpa
[5] #chambersburgpa,#repair
[4] military,fix
[4] fix,equipment

Top Word Pairs in Tweet in G4:
[46] hurt,themselves
[45] apple,killed
[45] killed,#righttorepair
[45] #righttorepair,legislation
[45] legislation,california
[45] california,telling
[45] telling,lawmakers
[45] lawmakers,consumers
[45] consumers,hurt
[45] themselves,trying

Top Word Pairs in Tweet in G6:
[12] decided,go
[12] go,ahead
[12] ahead,upload
[12] upload,15
[12] 15,minutes
[12] minutes,earlier
[12] earlier,scheduled
[12] scheduled,go
[12] go,watch
[12] watch,iphone

Top Word Pairs in Tweet in G7:
[7] well,maybe
[7] maybe,someone
[7] someone,#righttorepair
[6] jcow,well
[4] small,repair
[4] repair,shops
[4] #grassroots,#righttorepair
[4] #righttorepair,movement
[4] movement,forces
[4] forces,corporate

Top Word Pairs in Tweet in G8:
[20] talked,#righttorepair
[20] #righttorepair,press
[20] press,employees
[20] employees,apple
[20] apple,stores
[20] stores,stealing
[20] stealing,nudes
[19] badassbowden,talked

Top Word Pairs in Tweet in G9:
[6] #righttorepair,much
[6] much,last
[6] last,year's
[6] year's,stuff
[6] stuff,futureproofing
[6] futureproofing,ownership
[6] ownership,technology
[6] technology,exists
[6] wr3a,#righttorepair
[5] exists,alread

Top Word Pairs in Tweet in G10:
[18] thought,teach
[18] teach,11yr
[18] 11yr,daughter
[18] daughter,lesson
[18] lesson,giving
[18] giving,#righttorepair
[18] #righttorepair,6s
[18] 6s,cracked
[18] cracked,screen
[17] wjshannon,thought

Top Replied-To
Top Replied-To in Entire Graph:
@apple
@thlbr
@robboblink
@tim_cook
@nproctor
@2ewwr
@pulte
@aihtalian
@georgetakei
@lcgrinvald

Top Replied-To in G1:
@robboblink
@apple
@wr3a
@wjshannon
@r2reurope
@matthewstoller
@sarahmillerdc
@lcgrinvald
@fayelpark
@penncapitalstar

Top Replied-To in G2:
@2ewwr
@euparliament
@nproctor
@abi_electronics
@libdems
@thegreenparty

Top Replied-To in G4:
@kaykayclapp

Top Replied-To in G5:
@cup_high

Top Replied-To in G6:
@pulte
@astr0c0de
@eff

Top Replied-To in G7:
@apple
@tim_cook
@renerebetm

Top Replied-To in G9:
@twarecycles
@newshour

Top Mentioned
Top Mentioned in Entire Graph:
@repaircoalition
@r2reurope
@nproctor
@kaykayclapp
@ifixit
@ecos_standard
@robboblink
@uspirg
@phonerepairgirl
@apple

Top Mentioned in G1:
@repaircoalition
@nproctor
@uspirg
@robboblink
@ifixit
@catiekeck
@r2reurope
@emmahorstmartz
@apple
@laurengoode

Top Mentioned in G2:
@r2reurope
@ecos_standard
@restartproject
@svenjaschulze68
@rtreparatur
@2ewwr
@thegreenparty
@libdems
@uklabour
@nproctor

Top Mentioned in G3:
@scandi_tech
@thebigtebbutt
@matthewfrey

Top Mentioned in G4:
@kaykayclapp
@ifixit
@ikilledappl3
@nytimes
@serviceindassoc

Top Mentioned in G5:
@barbarajdurkin
@edavidan
@youcantbeserio6
@dawntj90
@wrxavier
@peterdclack
@the_master_yeti
@roypentland
@fixiefreaky
@fredfoxyguy

Top Mentioned in G6:
@phonerepairgirl
@tannerfixestecc
@mosesbuckwalter
@ifixit
@robboblink
@mr_brejoc
@ipadrehab
@kaykayclapp
@eff
@uspirg

Top Mentioned in G7:
@apple
@jcow
@tim_cook
@kristianreports
@edmpirg
@ifixit
@billwindow
@trevor_showalk
@repaircoalition
@technicalnature

Top Mentioned in G8:
@badassbowden
@ifixit
@thekelseaweber

Top Mentioned in G9:
@wr3a
@nproctor
@pdxrepairfinder
@r2reurope
@mjgault
@kwiens
@robboblink
@vto_labs
@rubbishmaker
@rznagle

Top Mentioned in G10:
@wjshannon

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@schestowitz
@asher_wolf
@businessinsider
@jhamby
@geeoharee
@purplegarter1
@76ercule
@foxnews
@nytimes

Top Tweeters in G1:
@businessinsider
@jhamby
@geeoharee
@purplegarter1
@6abc
@gordypls
@npr
@piratepartyint
@abc27news
@es5nhc

Top Tweeters in G2:
@civiclilly1
@map_maker
@mike62621
@dpontarlier
@libdems
@thegreenparty
@sianberry
@miningwatch
@greengreenwich
@nadirindar

Top Tweeters in G3:
@gamergeeknews
@lenautilus
@k3vk4
@bazar2geek
@phil_comtek
@leojtravis10
@luisfcorreia
@ducktalesw00h00
@bernardoverda
@iandroideu

Top Tweeters in G4:
@76ercule
@romanonariver
@jxvxt
@_naneee_
@ikilledappl3
@concptow
@dominik_c13
@mighel88
@oldsoulyungman
@fanaticvoyages

Top Tweeters in G5:
@tan123
@gillesnfio
@gogetsmarthome
@erlhel
@montaguethecat
@mark_melbin
@sumergomonstro
@jaggermickoz
@nc1908neil
@manifesto2000

Top Tweeters in G6:
@nytopinion
@safety_refinery
@philshapiro
@phonerepairgirl
@ford
@25pwn
@parrotgeek1
@unnamedreview
@eyes_amaaso
@femtoduino

Top Tweeters in G7:
@mumbot2000
@rudnicknoah
@renerebetm
@haroldfeld
@drcpunk
@ruygtr
@kytja
@ralcrux
@russwquick
@ileech

Top Tweeters in G8:
@dave_cochran
@jasonsnitker
@defcon201nj
@badassbowden
@scikfyre
@oriondeimos
@redtahr
@commiegir
@benfinkel
@polentino911

Top Tweeters in G9:
@newshour
@sarah_may1
@mit
@kwiens
@wr3a
@rznagle
@ad_mastro
@senseablecity
@zoelenkiewicz
@mjgault

Top Tweeters in G10:
@babaunl0ck
@goodappleclub
@jp3chi
@emmalovelace
@thagrumpybear
@pfhorthewin
@hotovson
@fxboy4eva
@princesrepair
@bettsyga