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#RightToRepair_2019-02-10_20-58-57.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Description:
Description
The graph represents a network of 815 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, 11 February 2019 at 04:59 UTC.

The requested start date was Monday, 11 February 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, 23-hour, 30-minute period from Monday, 28 January 2019 at 01:30 UTC to Monday, 11 February 2019 at 01:00 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 : 815
Unique Edges : 980
Edges With Duplicates : 344
Total Edges : 1324
Number of Edge Types : 3
Mentions : 960
Tweet : 332
Replies to : 32
Self-Loops : 332
Reciprocated Vertex Pair Ratio : 0.0267260579064588
Reciprocated Edge Ratio : 0.052060737527115
Connected Components : 128
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 562
Maximum Edges in a Connected Component : 898
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.765146
Graph Density : 0.00138978911985047
Modularity : 0.613498
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[12] https://www.youtube.com/watch?v=y-zU8f_olwU&feature=youtu.be

[10] https://ifixit.org/blog/13565/right-to-repair-podcast/
[9] https://www.reuters.com/article/us-global-technology-environment/repair-refurbish-reuse-call-to-arms-for-electronics-giants-idUSKCN1PN1GN
[9] http://news.trust.org/item/20190129122509-et5l7/
[8] https://twitter.com/securepairs/status/1091077328745189378
[8] http://ifixit.org/blog/13003
[8] https://www.compromisoempresarial.com/rsc/2019/01/por-el-derecho-a-reparar-los-aparatos-electronicos/
[6] https://twitter.com/9to5mac/status/1094274345378168832
[6] https://www.bbc.co.uk/news/science-environment-46797396
[6] https://motherboard.vice.com/en_us/article/evex8z/right-to-repair-advocates-are-hosting-youtube-town-halls-to-show-you-how-to-get-involved-in-the-movement

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1094202911108882437
[1] https://twitter.com/i/web/status/1094473946391605248

Top URLs in Tweet in G2:
[5] https://www.bbc.co.uk/news/science-environment-46797396
[3] https://medium.com/u-s-pirg/right-to-repair-roars-out-of-the-gate-in-2019-2be4a544e4de
[2] https://therestartproject.org/restart-project/massive-right-to-repair-precedent/
[2] https://twitter.com/thekelseaweber/status/1092917759988531201
[2] https://motherboard.vice.com/en_us/article/evex8z/right-to-repair-advocates-are-hosting-youtube-town-halls-to-show-you-how-to-get-involved-in-the-movement
[2] https://uspirg.org/blogs/blog/usp/more-people-push-their-right-repair-2019
[1] https://manchesterdeclaration.org
[1] https://twitter.com/i/web/status/1089812151034880001
[1] https://twitter.com/i/web/status/1089810491004936192
[1] https://twitter.com/i/web/status/1090228509711261697

Top URLs in Tweet in G3:
[4] https://actionnetwork.org/letters/support-your-right-to-repair-in-california?source=twitter&
[4] https://actionnetwork.org/letters/fight-for-your-right-to-repair?source=twitter&
[4] http://newyork.repair.org/?source=twitter&
[4] https://www.switchedonnetwork.com/2018/04/11/how-to-replace-a-broken-cracked-or-smashed-laptop-lcd-do-it-yourself-screen-replacement-at-home/
[3] https://motherboard.vice.com/en_us/article/evex8z/right-to-repair-advocates-are-hosting-youtube-town-halls-to-show-you-how-to-get-involved-in-the-movement
[3] https://www.switchedonnetwork.com/2017/12/04/how-to-repair-replace-a-broken-laptop-keyboard/
[2] http://fortune.com/2019/01/09/right-to-repair-manufacturers/
[2] http://minnesota.repair.org/?source=twitter&
[2] https://actionnetwork.org/letters/support-your-right-to-repair-in-washington?source=twitter&
[2] 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:
[12] https://www.youtube.com/watch?v=y-zU8f_olwU&feature=youtu.be

[9] https://ifixit.org/blog/13565/right-to-repair-podcast/
[6] https://twitter.com/securepairs/status/1091077328745189378
[6] http://ifixit.org/blog/13003
[2] https://9to5mac.com/2019/02/08/four-year-smartphone-upgrades/amp/?__twitter_impression=true
[1] https://twitter.com/i/web/status/1094582995577651200
[1] https://twitter.com/i/web/status/1090318568145723392
[1] https://twitter.com/i/web/status/1090973122877104128
[1] https://www.buzzsprout.com/252243/939881
[1] https://twitter.com/9to5mac/status/1094274345378168832

Top URLs in Tweet in G5:
[4] https://www.reuters.com/article/us-global-technology-environment/repair-refurbish-reuse-call-to-arms-for-electronics-giants-idUSKCN1PN1GN
[2] https://zerowastecities.eu/masterplan-events/5-february-2019-2pm-reduce-e-waste-at-city-level/
[1] https://twitter.com/The_Soup_Dragon/status/1094202911108882437
[1] https://www.coolproducts.eu/news/we-need-more-durable-and-reparable-products-to-build-a-circular-economy
[1] https://www.coolproducts.eu/news/europe-paves-way-for-right-to-repair
[1] https://twitter.com/i/web/status/1090162048745521152
[1] https://twitter.com/i/web/status/1090909182772084736
[1] https://zerowasteeurope.eu/downloads/case-study-3-the-story-of-ereuse/
[1] https://donalo.org/post.php?idm=2&post=251
[1] https://twitter.com/CoolproductsEU/status/1090962655739826176

Top URLs in Tweet in G6:
[5] https://twitter.com/9to5mac/status/1094274345378168832
[5] https://www.stuff.co.nz/business/109992195/right-to-repair-under-the-international-spotlight-as-eu-politicians-eye-new-rules
[4] https://boingboing.net/2019/01/28/anti-oligarchic-repair.html
[3] https://www.reuters.com/article/us-global-technology-environment/repair-refurbish-reuse-call-to-arms-for-electronics-giants-idUSKCN1PN1GN
[1] https://twitter.com/i/web/status/1093511404588544000
[1] https://twitter.com/i/web/status/1091134610363297797
[1] https://twitter.com/guardiantech/status/1092061781759946753
[1] https://repair.org/stand-up/
[1] https://twitter.com/Janet_MASSPIRG/status/1093208124335575044
[1] https://twitter.com/PanosLoucaides/status/1093489515736588288

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1091509932871086085
[1] https://twitter.com/i/web/status/1090597701794844672
[1] https://twitter.com/i/web/status/1090584299580149762
[1] https://inhabitat.com/lawmakers-are-pushing-gadget-manufacturers-with-the-right-to-repair-movement/
[1] https://twitter.com/i/web/status/1091443480868651009

Top URLs in Tweet in G8:
[1] https://www.reuters.com/article/us-global-technology-environment/repair-refurbish-reuse-call-to-arms-for-electronics-giants-idUSKCN1PN1GN
[1] https://twitter.com/i/web/status/1084951798060929029

Top URLs in Tweet in G9:
[9] http://news.trust.org/item/20190129122509-et5l7/
[4] https://inhabitat.com/lawmakers-are-pushing-gadget-manufacturers-with-the-right-to-repair-movement/
[2] https://www.fastcompany.com/90300741/most-u-s-companies-say-they-are-planning-to-transition-to-a-circular-economy
[1] https://twitter.com/i/web/status/1090910056961531905

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[22] ifixit.org
[17] youtube.com
[13] actionnetwork.org
[11] repair.org
[10] switchedonnetwork.com
[10] co.uk
[10] instagram.com
[9] reuters.com
[9] trust.org

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

Top Domains in Tweet in G2:
[17] twitter.com
[7] co.uk
[3] ifixit.org
[3] medium.com
[2] manchesterdeclaration.org
[2] therestartproject.org
[2] vice.com
[2] uspirg.org
[1] corporateeurope.org
[1] co.nz

Top Domains in Tweet in G3:
[19] twitter.com
[12] actionnetwork.org
[10] switchedonnetwork.com
[8] repair.org
[4] fortune.com
[4] instagram.com
[3] reddit.com
[3] vice.com
[2] lnkd.in
[2] co.uk

Top Domains in Tweet in G4:
[19] twitter.com
[15] ifixit.org
[12] youtube.com
[2] 9to5mac.com
[1] buzzsprout.com
[1] appleinsider.com
[1] medium.com
[1] vice.com
[1] fortune.com
[1] repair.org

Top Domains in Tweet in G5:
[5] twitter.com
[4] reuters.com
[2] coolproducts.eu
[2] zerowastecities.eu
[1] zerowasteeurope.eu
[1] donalo.org
[1] wyborcza.pl

Top Domains in Tweet in G6:
[21] twitter.com
[5] co.nz
[4] boingboing.net
[3] reuters.com
[2] repair.org
[1] ifixit.org
[1] hackaday.com
[1] androidauthority.com

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

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

Top Domains in Tweet in G9:
[9] trust.org
[4] inhabitat.com
[2] fastcompany.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[529] righttorepair
[95] jerseycity
[63] hudsoncounty
[43] repaircafe
[36] iphonerepair
[33] ewaste
[24] repair
[20] ifixlondonltd
[17] ifixit
[13] circulareconomy



Top Hashtags in Tweet in G1:
[1] righttorepair

Top Hashtags in Tweet in G2:
[97] righttorepair
[2] euecodesign
[2] nottinghamfixers
[2] repaircafe
[2] ma
[1] iot
[1] mapoli
[1] granitestate
[1] zerowaste
[1] socent

Top Hashtags in Tweet in G3:
[107] righttorepair
[20] ifixlondonltd
[4] circulareconomy
[4] diy
[4] electronics
[3] repair
[3] ewaste
[3] fixit
[3] ifixit
[3] phonerepair

Top Hashtags in Tweet in G4:
[95] righttorepair
[5] iot
[3] granitestate
[1] ifixit
[1] zerowaste
[1] ewaste
[1] newhampshire

Top Hashtags in Tweet in G5:
[20] ewaste
[19] righttorepair
[13] zerowastecities
[3] ecodesign
[2] repair
[1] vacuum
[1] energylabelling
[1] weee
[1] weeeact
[1] goforzerowaste

Top Hashtags in Tweet in G6:
[47] righttorepair
[3] zerowaste
[2] repair

Top Hashtags in Tweet in G7:
[21] righttorepair
[1] smartphones
[1] televisions
[1] landfill

Top Hashtags in Tweet in G8:
[15] repaircafe
[5] righttorepair

Top Hashtags in Tweet in G9:
[15] righttorepair
[9] fairphone
[8] ewaste
[4] repair
[2] circulareconomy
[1] 3dprinting

Top Hashtags in Tweet in G10:
[5] openwrt
[1] righttorepair

Top Words
Top Words in Tweet in Entire Graph:
[577] Words in Sentiment List#1: Positive
[1060] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[20790] Non-categorized Words
[22427] Total Words
[527] righttorepair
[277] repair
[274] fixed
[257] replacing
[257] screws

Top Words in Tweet in G1:
[250] the_soup_dragon
[250] dead
[250] 75
[250] bosch
[250] toaster
[250] fixed
[250] replacing
[250] failed
[250] 12v
[250] zener

Top Words in Tweet in G2:
[97] righttorepair
[34] repair
[26] restartproject
[25] parts
[24] nproctor
[19] great
[19] security
[19] stuff
[16] states
[16] available

Top Words in Tweet in G3:
[106] righttorepair
[28] repair
[23] iphone
[20] screen
[20] ifixlondonltd
[19] fixed
[19] warranty
[17] lifetime
[14] right
[13] here

Top Words in Tweet in G4:
[95] righttorepair
[47] ifixit
[30] repair
[29] out
[28] thekelseaweber
[26] live
[23] come
[22] hang
[18] going
[17] re

Top Words in Tweet in G5:
[40] webinar
[28] zerowasteeurope
[25] ewaste
[19] righttorepair
[16] repair
[13] coolproductseu
[13] read
[13] zerowastecities
[13] ereuseorg
[12] call

Top Words in Tweet in G6:
[47] righttorepair
[24] repaircoalition
[15] impossible
[13] new
[12] make
[12] repair
[12] without
[9] right
[7] hampshire
[7] waste

Top Words in Tweet in G7:
[26] coteau
[21] righttorepair
[20] send
[19] support
[19] mpp
[19] michael
[19] introduces
[19] private
[19] members
[19] bill

Top Words in Tweet in G8:
[15] storyofstuff
[15] check
[15] out
[15] amazing
[15] event
[15] hosted
[15] transition
[15] berkeley
[15] repaircafe
[15] now

Top Words in Tweet in G9:
[18] repair
[15] righttorepair
[12] dtdchange
[9] refurbish
[9] reuse
[9] call
[9] arms
[9] electronics
[9] giants
[9] fairphone

Top Words in Tweet in G10:
[6] firmen
[5] stq66
[5] reg_nerd
[5] sarahkriesche
[5] fsfe
[5] fiff_de
[5] coreboot_org
[5] einige
[5] wollen
[5] projekte

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[255] dead,75
[255] 75,bosch
[255] bosch,toaster
[255] toaster,fixed
[255] fixed,replacing
[255] replacing,failed
[255] failed,12v
[255] 12v,zener
[255] zener,diode
[255] diode,power

Top Word Pairs in Tweet in G1:
[250] dead,75
[250] 75,bosch
[250] bosch,toaster
[250] toaster,fixed
[250] fixed,replacing
[250] replacing,failed
[250] failed,12v
[250] 12v,zener
[250] zener,diode
[250] diode,power

Top Word Pairs in Tweet in G2:
[13] fix,stuff
[13] s,common
[11] common,sense
[11] sense,legislators
[11] legislators,country
[11] country,taking
[11] taking,message
[11] message,filing
[10] stuff,itâ
[10] itâ,s

Top Word Pairs in Tweet in G3:
[19] warranty,righttorepair
[19] righttorepair,ifixlondonltd
[17] lifetime,warranty
[16] fixed,lifetime
[14] screen,fixed
[12] write,letter
[12] state,rep
[12] rep,here
[11] right,repair
[11] letter,state

Top Word Pairs in Tweet in G4:
[22] come,hang
[22] hang,out
[16] ifixit,righttorepair
[14] righttorepair,live
[12] good,morning
[12] morning,repair
[12] repair,fam
[12] fam,re
[12] re,going
[12] going,live

Top Word Pairs in Tweet in G5:
[17] webinar,ewaste
[12] preview,upcoming
[12] upcoming,webinar
[12] ewaste,read
[12] read,case
[12] case,study
[12] study,ereuseorg
[12] ereuseorg,perfect
[12] perfect,example
[12] example,symbiosis

Top Word Pairs in Tweet in G6:
[10] impossible,without
[7] new,hampshire
[6] right,repair
[5] apple,continues
[5] continues,make
[5] make,case
[5] case,righttorepair
[5] righttorepair,another
[5] another,nail
[5] nail,coffin

Top Word Pairs in Tweet in G7:
[19] send,support
[19] support,mpp
[19] mpp,michael
[19] michael,coteau
[19] coteau,introduces
[19] introduces,righttorepair
[19] righttorepair,private
[19] private,members
[19] members,bill
[19] bill,homes

Top Word Pairs in Tweet in G8:
[15] check,out
[15] out,amazing
[15] amazing,event
[15] event,hosted
[15] hosted,transition
[15] transition,berkeley
[15] berkeley,repaircafe
[15] repaircafe,now
[15] now,looking
[15] looking,volunteers

Top Word Pairs in Tweet in G9:
[9] repair,refurbish
[9] refurbish,reuse
[9] reuse,call
[9] call,arms
[9] arms,electronics
[9] electronics,giants
[9] giants,righttorepair
[9] righttorepair,fairphone
[8] dtdchange,repair
[8] fairphone,ewaste

Top Word Pairs in Tweet in G10:
[5] stq66,reg_nerd
[5] reg_nerd,sarahkriesche
[5] sarahkriesche,fsfe
[5] fsfe,fiff_de
[5] fiff_de,coreboot_org
[5] coreboot_org,einige
[5] einige,firmen
[5] firmen,wollen
[5] wollen,projekte
[5] projekte,zb

Top Replied-To
Top Replied-To in Entire Graph:
@the_soup_dragon
@sustainableish
@repaircafebath
@aham_policy
@nproctor
@theneverfiname
@scottngibbs
@kibblesmith
@pavankjadda
@stq66

Top Replied-To in G1:
@the_soup_dragon

Top Replied-To in G2:
@repaircafebath
@shiftsight
@serauk
@chrisbeckett
@uspirg

Top Replied-To in G4:
@the_soup_dragon
@thekelseaweber
@mosesbuckwalter
@ifixit

Top Replied-To in G6:
@aham_policy
@lawfulcrane
@theneverfiname
@nproctor
@repaircoalition
@briannawu

Top Replied-To in G7:
@metromorning

Top Replied-To in G9:
@dirtyhippychimp

Top Replied-To in G10:
@stq66

Top Mentioned
Top Mentioned in Entire Graph:
@the_soup_dragon
@ifixit
@nproctor
@repaircoalition
@restartproject
@thekelseaweber
@zerowasteeurope
@coteau
@ryanfeeley
@coolproductseu

Top Mentioned in G1:
@the_soup_dragon
@synx508
@ifixit

Top Mentioned in G2:
@restartproject
@nproctor
@uspirg
@shiftsight
@ifixit
@whtvandvideo
@a_b_powell
@securepairs
@corporateeurope
@repaircoalition

Top Mentioned in G3:
@lieslfilippi

Top Mentioned in G4:
@ifixit
@thekelseaweber
@nproctor
@zacksjerryrig
@repaircoalition
@kwiens
@ipadrehab
@samcollects
@youtube
@therepairdude

Top Mentioned in G5:
@zerowasteeurope
@coolproductseu
@ereuseorg
@donalo_org
@rreuse_brussels
@mathieurama24
@restartproject
@europarl_en
@markaphill
@ecos_standard

Top Mentioned in G6:
@repaircoalition
@chrishenjum
@wabrandsma
@nproctor
@androidauth
@energystar
@ifixit
@securepairs
@echoactionteam
@hackaday

Top Mentioned in G7:
@coteau
@ryanfeeley
@calpirg
@emilyrusch
@tpinnetwork
@rossfindon
@restartproject
@serauk
@cen_hq
@inhabitat

Top Mentioned in G8:
@storyofstuff
@restartproject
@repaircoalition

Top Mentioned in G9:
@dtdchange

Top Mentioned in G10:
@reg_nerd
@sarahkriesche
@fsfe
@fiff_de
@coreboot_org
@struberg
@stq66

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@evankirstel
@rjber15
@gamergeeknews
@watermelondriia
@dcexaminer
@danielocl
@larossa05
@schmidtlepp
@digitalmaverick

Top Tweeters in G1:
@watermelondriia
@danielocl
@larossa05
@schmidtlepp
@digitalmaverick
@hallonsa
@spidermals
@catherinemginn
@gnomeicide
@brx0

Top Tweeters in G2:
@rjber15
@socialgoodstuff
@sistercrow
@vice
@socentlive
@sirabdude
@steltenpower
@goosefat101
@adamjwest
@albertputnam

Top Tweeters in G3:
@gamergeeknews
@northernck
@kander23682368
@mrsh_jackson
@kylehillman
@sodaflux
@brianjsix
@zwaks
@benonicitytimes
@turningtechy

Top Tweeters in G4:
@sectest9
@willsmith
@stevewfolds
@kbhasi
@greenjimll
@_bitter_actor
@animeknight99
@savioroftheeast
@aircooledcafe
@davemora

Top Tweeters in G5:
@regmurcialimpia
@michelerivasi
@europarl_en
@europeangreens
@whitegoodsnow
@gnohales
@craigandersonuk
@pbarczak
@dianacarvalho
@esradt

Top Tweeters in G6:
@butcherbird
@briannawu
@androidauth
@genericpanic
@wabrandsma
@hackaday
@brihes74
@masspirates
@mog666
@ckblackm

Top Tweeters in G7:
@jimmyyadig
@meeksvs
@doctorow
@inhabitat
@12milegeo
@doctorow_no_bb
@sisyphus47
@ojmason
@vhautaka
@nikolavitch

Top Tweeters in G8:
@zagrrl
@grayhairjoe
@billpurkis
@valtus87
@distractinglyme
@ifranhk
@tipacorp
@wikipediarocks
@innovathub
@dairigodmother

Top Tweeters in G9:
@wendytherealtor
@taggartrehnn
@dtdchange
@francishayden1
@davelimited
@elizabethrewa
@byteszero
@dirtyhippychimp
@alexcurran95
@jaxkeenan

Top Tweeters in G10:
@reg_nerd
@lespocky
@offenenetze
@struberg
@sarahkriesche
@zwierlein
@fiff_de
@fsfe
@stq66
@coreboot_org