#MozFest, Twitter, 10/28/2019 12:25:46 PM, 214546


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#MozFest Twitter NodeXL SNA Map and Report for Monday, 28 October 2019 at 11:58 UTC
#MozFest Twitter NodeXL SNA Map and Report for Monday, 28 October 2019 at 11:58 UTC
From:
scottturneruon
Uploaded on:
October 28, 2019
Short Description:
#MozFest via NodeXL http://bit.ly/2pnIWe7
@mozillafestival
@brianlinuxing
@mozilla
@evomri
@kirstie_j
@internetsociety
@coil
@thersaorg
@grantfortheweb
@dompates

Top hashtags:
#mozfest
#mozfest19
#neurodiversity
#london
#artsculture
#youthzone
#encryption
#ai

Description:
Description
The graph represents a network of 2,192 Twitter users whose recent tweets contained "#MozFest", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 28 October 2019 at 11:59 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 45-minute period from Saturday, 19 October 2019 at 09:06 UTC to Monday, 28 October 2019 at 11:51 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 : 2210
Unique Edges : 6092
Edges With Duplicates : 4632
Total Edges : 10724
Number of Edge Types : 4
Mentions : 6228
Replies to : 294
Retweet : 3198
Tweet : 1004
Self-Loops : 1021
Reciprocated Vertex Pair Ratio : 0.0899770466717674
Reciprocated Edge Ratio : 0.16509897515092
Connected Components : 87
Single-Vertex Connected Components : 64
Maximum Vertices in a Connected Component : 2076
Maximum Edges in a Connected Component : 10547
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.416504
Graph Density : 0.00145906605843229
Modularity : 0.426852
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 2,192 Twitter users whose recent tweets contained "#MozFest", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 28 October 2019 at 11:59 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 45-minute period from Saturday, 19 October 2019 at 09:06 UTC to Monday, 28 October 2019 at 11:51 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 : TwitterSearch
Graph Term : #MozFest
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] http://PlayLa.bZ
[15] https://mzl.la/1sTcfRo
[13] https://foundation.mozilla.org/en/blog/watch-open-leaders-x-launch-party/
[10] https://bryanmmathers.com/whose-knowledge/
[8] https://www.mozillafestival.org/en/
[8] http://mozillafestival.org
[8] https://www.internetsociety.org/events/mozfest-2019/
[7] https://twitter.com/coil/status/1186681381826498561
[6] http://bit.ly/2MZrhB5
[5] http://tiny.cc/etr6ez

Top URLs in Tweet in G1:
[14] https://mzl.la/1sTcfRo
[5] https://mzl.la/2lMVDxi
[3] https://mzl.la/tix2019a
[3] https://www.mozillafestival.org/house
[3] https://twitter.com/streamr/status/1186972312970641408
[3] https://www.mozillafestival.org
[3] https://www.mozillafestival.org/en/
[2] https://mzl.la/256gJCv
[2] https://medium.com/mozilla-festival/checking-in-on-the-mozfest-2020-city-search-e1b25ac94a32
[2] https://mzl.la/2019tickets

Top URLs in Tweet in G2:
[12] https://foundation.mozilla.org/en/blog/watch-open-leaders-x-launch-party/
[5] http://bit.ly/2MZrhB5
[4] https://www.slideshare.net/CKRinOliver/smashing-the-barriers-to-oss-contribution-187356432
[4] https://www.mozilla.org/en-US/moss/
[3] https://twitter.com/owenblacker/status/1188036490531659776
[3] https://twitter.com/pinboard/status/744595961217835008
[3] http://www.tech-girls.org/challenge.html
[3] https://fitzbetweentheshelves.com/csstorytime/
[2] http://madewithcode.com
[2] https://twitter.com/teknoteacher/status/1187765624862318593

Top URLs in Tweet in G3:
[3] https://issuu.com/mozfest/docs/issue_spreads
[3] https://public.zenkit.com/i/2RH604FcHf/IhTmqStID8x/remixing-ux-patterns-for-distributed-systems?hide=workspaceLists
[2] https://twitter.com/mozillafestival/status/1188045139022925830
[2] https://twitter.com/UreMuseum/status/1187315402096939009
[2] https://twitter.com/UreMuseum/status/1179331266514161664
[2] https://twitter.com/UreMuseum/status/1187997342173220865
[2] http://bit.ly/2MCZwhI
[2] https://public.zenkit.com/c/2RH604FcHf/schedule?v=5p3CvjNME&hide=filters,views,workspaceLists
[2] https://www.youtube.com/watch?v=y9IYWwWnpuA

[2] https://public.zenkit.com/i/2RH604FcHf/2KzuQOAC7q/historys-avengers-how-citizen-journalists-combat-fake-news?hide=workspaceLists

Top URLs in Tweet in G4:
[9] https://bryanmmathers.com/whose-knowledge/
[6] https://www.internetsociety.org/events/mozfest-2019/
[4] http://tweetedtimes.com/v/14535?s=tnp
[3] https://bit.ly/2JaXGDV
[2] https://public.zenkit.com/i/2RH604FcHf/rdfv3WxKu9/localizing-internet-governance?v=4pqicWyGA
[2] https://bit.ly/2p1WcEU
[2] https://twitter.com/internetsociety/status/1187647512947187712
[1] https://github.com/edsilv/aframe-workshop/
[1] https://twitter.com/EleonoreMayola/status/1187875500431171584
[1] https://github.com/edsilv/code-of-ethics-zine

Top URLs in Tweet in G5:
[3] https://doteveryone.org.uk/2019/10/just-enough-internet/
[3] https://streamratmozfest.eventbrite.com
[2] https://twitter.com/dcalacci/status/1188039152530382848
[2] https://twitter.com/streamr/status/1188037861406322690
[1] https://creativecommons.org/2019/09/16/grant-for-the-web/
[1] http://friend.camp
[1] https://publicopen.space/epos/2019/10/20/publicspaces-net-at-mozfest-house-21-october-2019/#more-199
[1] https://twitter.com/billt/status/1186205436657176578
[1] https://twitter.com/montg/status/1186210378637815808
[1] https://twitter.com/mozillafestival/status/1185858196117872640

Top URLs in Tweet in G6:
[6] https://twitter.com/coil/status/1186681381826498561
[1] https://www.instagram.com/p/B4IRu6QBSkM/?igshid=ksgfulca24uv
[1] https://www.instagram.com/p/B4FyCY3hioo/?igshid=fv21h5lrvtna
[1] https://shubhamjain0594.github.io/post/tlds-arvind-fairness-definitions/
[1] https://techfun4all.github.io/
[1] https://discourse-mozfest-redirect.netlify.com/2019/73-dikUfn7
[1] https://machinelearningforkids.co.uk/#!/about
[1] https://www.swarmapp.com/slsoftworks/checkin/5db4a59006c74500081b9aad?s=2Qbtsh_5UpUHQyTTJ_ors6aJBgg&ref=tw
[1] https://twitter.com/grantfortheweb/status/1173592299214901248
[1] https://twitter.com/ferdeline/status/1188047382581305345

Top URLs in Tweet in G7:
[4] https://twitter.com/df_fund/status/1186593690690695168
[3] https://twitter.com/mozillafestival/status/1186585989344645120
[2] https://digitalfreedomfund.org/dff-and-oxil-to-dive-into-the-future-of-digital-rights-at-mozfest/
[1] https://vimeo.com/364899482
[1] https://ti.to/tech-for-good-london/can-machines-think-responsibly-a-london-tech-for-good-meetup/with/yayjyhdchqa
[1] http://meetup.com/techforgood
[1] https://twitter.com/23codestreet/status/1174727252271144962
[1] http://bit.ly/33xPxRF
[1] https://twitter.com/mozillafestival/status/1186209256921395200
[1] https://www.pscp.tv/w/cH3qBjQxNzQzNTN8MUx5eEJMRHZXYldHTubQPKGgZ6iscQUxH7_hIs8B8NIh5wlvC3SzHdP7BTFQ

Top URLs in Tweet in G8:
[2] https://twitter.com/katehnicholson/status/1188426468369620993
[1] https://twitter.com/katehnicholson/status/1188425736195104768
[1] http://bit.ly/BetaNYC-MFH19
[1] https://twitter.com/aliyareich/status/1187315031488286720
[1] https://ti.to/opennews-events/teams-collaboration-how-an-interdisciplinary-approach-gets-the-work-done-in-journalism-tech
[1] http://bit.ly/BetaNYC-MFH19-slides
[1] https://twitter.com/katehnicholson/status/1188148235883503616
[1] https://docs.google.com/document/d/1YrhhqTeKOTCrV4fs4jMjZ9bXckooW1lViPKSUg2AzCY/edit#
[1] https://docs.google.com/spreadsheets/d/1wLT8XnSe9Vgf7AVhQiH0xR_8SVN5tdXQLz4Qm1L_bgs/edit?usp=sharing
[1] https://etherpad.opennews.org/p/2019-mozfest-session-reading-groups

Top URLs in Tweet in G9:
[4] http://mozillafestival.org
[2] https://www.mozillafestival.org
[2] https://www.mozillafestival.org/en/house/monday/
[1] https://twitter.com/mySociety/status/1184011041526685696
[1] https://twitter.com/mozillafestival/status/1186585989344645120
[1] https://twitter.com/thoomyorke/status/662280022984642560
[1] https://www.google.com/calendar/event?eid=NGpibWZrYW0xNjZzcWo0NTU5NXUxZjU1a24gYTN2ZWVuQG0&ctz=Europe/Amsterdam
[1] https://tantek.com/2019/297/t1/mozfest-workshop-extinction-rebellion
[1] http://tweetedtimes.com/topic/RWW/semantic-web?s=tnp
[1] https://discourse.mozilla.org/t/empowering-users-by-decentralizing-the-biodata-of-emotions/46625

Top URLs in Tweet in G10:
[3] http://mediaparty.info
[1] https://public.zenkit.com/i/2RH604FcHf/jOFLOuz7_/decolonizing-the-internets-languages-reflections-and-actions-session-1?hide=workspaceLists
[1] https://twitter.com/jamesAThakoona/status/1187299114779860992
[1] https://twitter.com/GooseInfosec/status/1188056834097209345
[1] https://twitter.com/tapia/status/1187325518376558592
[1] https://twitter.com/ginocingolani/status/1187714738215628800

Top Domains
Top Domains in Tweet in Entire Graph:
[240] twitter.com
[47] zenkit.com
[43] mozillafestival.org
[39] mzl.la
[27] mozilla.org
[26] bit.ly
[25] playla.bz
[23] medium.com
[17] instagram.com
[10] bryanmmathers.com

Top Domains in Tweet in G1:
[41] twitter.com
[33] mzl.la
[19] mozillafestival.org
[12] medium.com
[10] instagram.com
[6] ti.to
[4] ift.tt
[3] bit.ly
[3] zenkit.com
[3] internetsociety.org

Top Domains in Tweet in G2:
[73] twitter.com
[19] mozilla.org
[13] zenkit.com
[9] bit.ly
[7] mozillafestival.org
[4] slideshare.net
[4] mzl.la
[3] elifesciences.org
[3] google.com
[3] github.com

Top Domains in Tweet in G3:
[36] twitter.com
[18] zenkit.com
[6] youtube.com
[4] mozilla.org
[4] bit.ly
[3] issuu.com
[2] gov.uk
[2] mozillafestival.org
[2] github.io
[2] copyrightliteracy.org

Top Domains in Tweet in G4:
[16] twitter.com
[9] bryanmmathers.com
[7] zenkit.com
[6] internetsociety.org
[6] bit.ly
[4] tweetedtimes.com
[2] github.com
[2] survivalofthebestfit.com
[2] google.com
[1] universalviewer.io

Top Domains in Tweet in G5:
[15] twitter.com
[4] org.uk
[3] mozillafestival.org
[3] eventbrite.com
[3] medium.com
[1] creativecommons.org
[1] friend.camp
[1] publicopen.space
[1] thersa.org
[1] youtu.be

Top Domains in Tweet in G6:
[9] twitter.com
[2] instagram.com
[2] github.io
[1] netlify.com
[1] co.uk
[1] swarmapp.com
[1] mozilla.org
[1] coil.com

Top Domains in Tweet in G7:
[14] twitter.com
[3] digitalfreedomfund.org
[1] vimeo.com
[1] ti.to
[1] meetup.com
[1] bit.ly
[1] pscp.tv
[1] medium.com
[1] mzl.la
[1] joshmason.info

Top Domains in Tweet in G8:
[6] twitter.com
[2] bit.ly
[2] google.com
[1] ti.to
[1] opennews.org
[1] mozillafestival.org

Top Domains in Tweet in G9:
[8] mozillafestival.org
[7] twitter.com
[3] instagram.com
[1] google.com
[1] tantek.com
[1] tweetedtimes.com
[1] mozilla.org
[1] ift.tt
[1] ow.ly

Top Domains in Tweet in G10:
[4] twitter.com
[3] mediaparty.info
[1] zenkit.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4076] mozfest
[142] mozfest19
[121] neurodiversity
[110] london
[96] artsculture
[75] youthzone
[74] encryption
[70] ai
[57] mozlibs
[51] techforgood



Top Hashtags in Tweet in G1:
[851] mozfest
[46] london
[46] mozlibs
[25] mozfest19
[21] ai
[18] encryption
[14] neurodiversity
[14] chileprotests
[13] governingai
[11] internethealth

Top Hashtags in Tweet in G2:
[1231] mozfest
[103] neurodiversity
[72] youthzone
[54] mozfest19
[27] london
[23] webliteracy
[23] techforgood
[22] techgirlschallenge
[21] turingway
[18] linux

Top Hashtags in Tweet in G3:
[519] mozfest
[86] artsculture
[37] thevotives
[16] ai
[16] data
[14] webliteracy
[13] anniesbox
[12] aigamesjam
[11] openuremuseum
[10] openness

Top Hashtags in Tweet in G4:
[335] mozfest
[50] encryption
[17] internet
[10] backdoors
[10] goodid
[8] mozfest19
[8] digra
[8] thanksmozfest
[6] sketchnotes
[6] privacy

Top Hashtags in Tweet in G5:
[225] mozfest
[19] psi
[15] data
[7] london
[6] dataunion
[6] blockchain
[4] dataunions
[4] optract
[3] personaldata
[3] ushahidi

Top Hashtags in Tweet in G6:
[167] mozfest
[4] inrupt
[3] london
[3] web
[3] datagovernance
[1] storyengine
[1] oculus
[1] quest
[1] webvr
[1] webxr

Top Hashtags in Tweet in G7:
[183] mozfest
[26] techforgood
[13] digitalrights
[12] mozfest19
[11] ai
[6] endfgm
[6] misinfocon
[6] righttorepair
[4] smartcities
[4] artificialintelligence

Top Hashtags in Tweet in G8:
[99] mozfest
[8] civictech
[5] mozfest19
[4] london
[4] lifescihack
[4] openscience
[4] softwareengineering
[3] dlfforum
[3] journalismai
[3] data4good

Top Hashtags in Tweet in G9:
[78] mozfest
[5] mozfest2019
[5] internethealth
[4] mozfest19
[1] barcamp
[1] opensource
[1] redecentralize
[1] surveillancecapitalism
[1] whitewashing
[1] usefulidiots

Top Hashtags in Tweet in G10:
[65] mozfest
[4] mediaparty
[3] chile
[2] dtilanguages
[2] iyil2019
[1] fakenews
[1] decolonizetheinternet
[1] artsculture
[1] fairwork
[1] mozfest19

Top Words
Top Words in Tweet in Entire Graph:
[5863] Words in Sentiment List#1: Positive
[1356] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[136879] Non-categorized Words
[144098] Total Words
[5159] #mozfest
[889] mozillafestival
[563] s
[561] data
[512] session

Top Words in Tweet in G1:
[1167] #mozfest
[302] mozillafestival
[145] internet
[132] watch
[121] live
[120] dialogues
[120] debates
[117] weekend
[111] today
[109] more

Top Words in Tweet in G2:
[1550] #mozfest
[301] mozillafestival
[183] today
[179] s
[177] out
[163] space
[152] open
[147] session
[147] up
[143] weekend

Top Words in Tweet in G3:
[587] #mozfest
[113] session
[102] #artsculture
[75] mozillafestival
[74] salon
[63] s
[59] come
[58] join
[58] data
[54] culture

Top Words in Tweet in G4:
[434] #mozfest
[99] floor
[85] #encryption
[73] 8th
[65] session
[64] internetsociety
[55] join
[51] space
[50] mozillafestival
[50] today

Top Words in Tweet in G5:
[331] #mozfest
[252] data
[90] public
[78] streamr
[74] internet
[55] rachelcoldicutt
[54] first
[53] thersaorg
[52] mozillafestival
[49] join

Top Words in Tweet in G6:
[183] #mozfest
[121] web
[92] way
[66] s
[59] visit
[58] monetized
[58] video
[52] grantfortheweb
[48] welcome
[47] content

Top Words in Tweet in G7:
[223] #mozfest
[41] join
[32] #techforgood
[32] work
[31] comuzi_lab
[31] mozillafestival
[31] more
[31] come
[28] 4
[26] art

Top Words in Tweet in G8:
[116] #mozfest
[25] session
[24] today
[23] s
[20] tech
[20] opennews
[19] come
[19] day
[17] thanks
[16] public

Top Words in Tweet in G9:
[78] #mozfest
[8] year
[8] talk
[8] today
[7] data
[7] movement
[7] future
[7] more
[6] see
[6] 26

Top Words in Tweet in G10:
[79] #mozfest
[39] london
[29] chile
[28] neoliberal
[25] come
[23] people
[22] etc
[20] community
[18] solidarity
[18] 4pm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[186] #mozfest,weekend
[163] check,out
[161] dialogues,debates
[148] #mozfest,house
[131] 8th,floor
[124] #mozfest,mozillafestival
[116] science,fair
[113] watch,live
[106] mozillafestival,#mozfest
[94] today,#mozfest

Top Word Pairs in Tweet in G1:
[119] dialogues,debates
[77] watch,live
[70] debates,series
[67] #mozfest,#mozlibs
[54] year,#mozfest
[54] #mozfest,house
[53] #internethealth,report
[46] internet,healthiest
[46] healthiest,controlled
[46] controlled,many

Top Word Pairs in Tweet in G2:
[80] #mozfest,weekend
[75] check,out
[70] #neurodiversity,space
[55] mozillafestival,#mozfest
[50] #mozfest,house
[42] #mozfest,#olx
[42] #olx,#launchparty
[41] #mozfest,session
[38] youth,zone
[37] #mozfest,#youthzone

Top Word Pairs in Tweet in G3:
[59] #mozfest,#artsculture
[52] arts,culture
[32] culture,salon
[32] #artsculture,salon
[30] looking,forward
[20] #mozfest,session
[17] #mozfest,today
[15] join,#mozfest
[14] voice,assistants
[14] #mozfest,weekend

Top Word Pairs in Tweet in G4:
[73] 8th,floor
[34] #mozfest,#encryption
[32] encryption,wall
[29] level,5
[28] floor,#mozfest
[28] online,participation
[24] #mozfest,weekend
[23] panel,discussion
[23] space,level
[22] discussion,#mozfest

Top Word Pairs in Tweet in G5:
[47] data,unions
[33] data,union
[28] public,services
[28] first,data
[27] data,ownership
[26] bbcrd,public_spaces
[25] sell,data
[24] enough,internet
[24] rachelcoldicutt,#mozfest
[22] public,service

Top Word Pairs in Tweet in G6:
[58] web,monetized
[47] content,creators
[46] welcome,#mozfest
[46] #mozfest,visit
[46] visit,grantfortheweb
[46] grantfortheweb,s
[46] s,web
[46] monetized,video
[46] video,gaming
[46] gaming,arcade

Top Word Pairs in Tweet in G7:
[26] art,culture
[25] 4,years
[23] science,fair
[19] future,proofing
[18] #mozfest,mozillafestival
[18] mozillafestival,weekend
[17] excited,comuzi_lab
[17] comuzi_lab,exhibiting
[17] exhibiting,work
[17] work,art

Top Word Pairs in Tweet in G8:
[11] public,interest
[10] journalism,tech
[9] tech,unconference
[9] privacy,ethics
[9] ethics,security
[9] security,framework
[9] framework,children
[9] children,s
[9] s,data
[7] communities,#mozfest

Top Word Pairs in Tweet in G9:
[5] watch,live
[5] live,26
[5] 26,27
[5] 27,october
[5] october,influencers
[5] influencers,#internethealth
[5] #internethealth,movement
[5] movement,take
[5] take,#mozfest
[5] #mozfest,stage

Top Word Pairs in Tweet in G10:
[18] solidarity,chile
[18] london,eye
[17] #mozfest,community
[17] community,now
[17] now,london
[17] london,come
[17] come,demonstration
[17] demonstration,solidarity
[17] chile,re
[17] re,protesting

Top Replied-To
Top Replied-To in Entire Graph:
@mozillafestival
@rachelcoldicutt
@martin_jordan
@iseultmangan
@ammienoot
@mozilla
@elife
@kevingchege
@dompates
@kirstie_j

Top Replied-To in G1:
@mozillafestival
@iotwatch
@szymielewicz
@albrechtkurze
@msurman
@marietjeschaake
@presroi
@pavel
@billt
@fth_nix

Top Replied-To in G2:
@iseultmangan
@mozillafestival
@elife
@kirstie_j
@bduckles
@magsamond
@pegleggen
@aoibheannmangan
@fitzbtwnshelves
@rgaiacs

Top Replied-To in G3:
@ammienoot
@dompates
@jsecker
@okfnedu
@sophiedixon1
@tabisw
@2standandstare
@alicelthwaite
@tomschofield
@annapjudson

Top Replied-To in G4:
@martin_jordan
@kevingchege
@mozilla
@bellydancebot
@herveyallen
@chenaichair
@somji_
@innateoptimist
@irenemisoi
@shevski

Top Replied-To in G5:
@rachelcoldicutt
@tabisw
@billt
@public_spaces
@rachelafisher
@christinelhenry
@angienicoleod
@alexabruck
@erioldoesdesign
@hazel_ho

Top Replied-To in G6:
@emilecontal
@e_mln_e
@iamhiwelo
@nshad314
@t
@coil

Top Replied-To in G7:
@delta
@herahussain
@kirstie_j
@maboa

Top Replied-To in G8:
@betanyc
@annabelchurch
@katehnicholson
@bbc_news_labs
@opennews

Top Replied-To in G10:
@ginocingolani
@opennews

Top Mentioned
Top Mentioned in Entire Graph:
@mozillafestival
@mozilla
@internetsociety
@thersaorg
@streamr
@ravensbourneuk
@szymielewicz
@grantfortheweb
@spielkamp
@infofannny

Top Mentioned in G1:
@mozillafestival
@szymielewicz
@spielkamp
@infofannny
@p__dawson
@mozilla
@mediamocracy
@marietjeschaake
@gchaslot
@element_ai

Top Mentioned in G2:
@mozillafestival
@yoyehudi
@ravensbourneuk
@aoibheannmangan
@mozopenleaders
@emmy_ft
@pransh15
@malvikasharan
@cassandreces
@openlifesci

Top Mentioned in G3:
@mozillafestival
@uremuseum
@jsecker
@ravensbourneuk
@dejpett
@fitzmuseum_uk
@gutemonik
@phivk
@dompates
@amalexathorn

Top Mentioned in G4:
@internetsociety
@mozillafestival
@hadassahlouis
@fafa416
@bologger
@anasuyashh
@govuk
@bennetto90
@des
@olivier_cl

Top Mentioned in G5:
@streamr
@thersaorg
@mozillafestival
@henripihkala
@rachelcoldicutt
@bbcrd
@public_spaces
@billt
@swashapp
@shivmalik

Top Mentioned in G6:
@grantfortheweb
@coil
@enclavegames
@js13kgames
@timberners_lee
@inrupt
@element_ai
@internetsociety
@streamr
@stickermule

Top Mentioned in G7:
@comuzi_lab
@mozillafestival
@oxfordinfolabs
@aiforgooduk
@crowd2map
@thersaorg
@creativetechish
@slpng_giants
@stopfundinghate
@themissingmaps

Top Mentioned in G8:
@opennews
@mozillafestival
@bbc_news_labs
@secondshelfbks
@persephonebooks
@betanyc
@noneck
@emdohh
@clirdlf
@gggodhwani

Top Mentioned in G10:
@raviguria
@mozillafestival
@geoplace
@defindia
@cyb3113
@dekstop
@subhapa
@hackshackersba
@blejman
@pazpena

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@delta
@gamergeeknews
@gwrhelp
@ericdemarylebon
@alizardx
@ottlegalrebels
@elknight20
@lizditz
@annoula64

Top Tweeters in G1:
@alizardx
@ottlegalrebels
@lizditz
@annoula64
@kmontenegro
@hackneywick
@pardoe_ai
@monyquexo
@rkmarar9
@mjcoffeeholick

Top Tweeters in G2:
@gamergeeknews
@elknight20
@akwyz
@serengetisun
@_lanrewajuo
@ingridium
@owenblacker
@youranonriots
@jacobussystems
@femtech_

Top Tweeters in G3:
@gwrhelp
@ericdemarylebon
@blackamazon
@tokyo_tom
@designthinkbot
@rdgresident
@nordicgeo
@vrgamersbot
@gabrfranke
@oxbloodruffin

Top Tweeters in G4:
@robre62
@die_primel
@linuxmil
@lin_nah
@documentally
@the_cdr
@jangles
@brenabolivier
@zoutaleaux
@2ndleprechaun

Top Tweeters in G5:
@princss6
@philshapiro
@justbementalist
@carolekingnyc
@stellduffy
@jukesie
@tinysubversions
@planitpres
@vickytnz
@emilybell

Top Tweeters in G6:
@tsotsoobilove
@blouchtika
@nuonrg
@medinacerecero
@stickermule
@macalonzomha671
@samanthamcgarry
@meeware
@twanomatic2
@slsoftworks

Top Tweeters in G7:
@delta
@soundclashfever
@steltenpower
@ssnow1_
@mchris4duke
@slpng_giants
@firefox
@geo_maps
@alisonmarigold
@nk_unu

Top Tweeters in G8:
@alstarkey
@aimlegend_
@livlab
@greentechdon
@sheisbukola
@hashimstylebuff
@mia_out
@charliebeckett
@d1g1t
@jakeorlowitz

Top Tweeters in G9:
@aral
@mstem
@jambina
@sallylait
@axiomsofchoice
@a3veen
@burhanulhaq
@rolandharwood
@trends_de
@lauriej

Top Tweeters in G10:
@tetisheri
@titayna
@beabusaniche
@una_geminiana
@facundobatista
@coloresmari
@tincho_for_ever
@valimiles
@domy_yah
@motters


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