%22Basic Income%22 OR mincom, Twitter, 10/10/2021 6:25:34 AM, 264195


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%22Basic Income%22 OR mincom_2021-10-09_22-41-12.xlsx
"Basic Income" OR mincom_2021-10-09_22-41-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
"Basic Income" OR mincom via NodeXL https://bit.ly/3iP5xZD
@ubi_works
@ronnycarlansson
@jonmunitz
@scottsantens
@proudsocialist
@coaimpaul
@neishawong
@andrewyang
@aoc
@news24

Top hashtags:
#ubi
#basicincome
#universalcredit
#universalbasicincome

Description:
Description
The graph represents a network of 7,768 Twitter users whose tweets in the requested range contained ""Basic Income" OR mincom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 05:50 UTC.

The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 0-hour, 24-minute period from Monday, 04 October 2021 at 00:37 UTC to Saturday, 09 October 2021 at 01:02 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 : 7768
Unique Edges : 4180
Edges With Duplicates : 11500
Total Edges : 15680
Number of Edge Types : 5
Mentions : 2030
Retweet : 5253
MentionsInRetweet : 6274
Tweet : 1075
Replies to : 1048
Self-Loops : 1137
Reciprocated Vertex Pair Ratio : 0.0149976381672178
Reciprocated Edge Ratio : 0.0295520651541594
Connected Components : 1123
Single-Vertex Connected Components : 455
Maximum Vertices in a Connected Component : 4586
Maximum Edges in a Connected Component : 11575
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.100237
Graph Density : 0.000142456857201843
Modularity : 0.523701
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,768 Twitter users whose tweets in the requested range contained "%22Basic Income%22 OR mincom", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 05:50 UTC.

The requested start date was Sunday, 10 October 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 5-day, 0-hour, 24-minute period from Monday, 04 October 2021 at 00:37 UTC to Saturday, 09 October 2021 at 01:02 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 : %22Basic Income%22 OR mincom
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:
[62] https://time.com/6097523/compton-universal-basic-income/
[40] https://www.vox.com/future-perfect/22313272/stockton-basic-income-guaranteed-free-money
[39] https://www.crowdcast.io/e/universal-basic-income-2021/1
[28] https://www.bristolideas.co.uk/attend/is-it-time-for-universal-basic-income/
[27] https://thenextweb.com/news/creator-economy-needs-universal-basic-income
[27] https://thenextweb.com/news/creator-economy-needs-universal-basic-income?utm_campaign=updog%26utm_content=tweet3%26utm_medium=social%26utm_source=twitter
[25] https://vocal.media/theSwamp/why-we-need-modern-monetary-theory-mmt-and-why-it-needs-universal-basic-income-ubi
[25] https://leaderpost.com/news/local-news/advocates-call-for-universal-basic-income-program-in-saskatchewan?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1633275835
[17] https://www.saltwire.com/atlantic-canada/news/basic-income-looms-large-in-pei-economic-recovery-consultation-100642091/
[13] https://thestarphoenix.com/news/local-news/advocates-call-for-universal-basic-income-program-in-saskatchewan/wcm/ec3ef800-b871-4d17-8224-17075ccb34f7?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1633279683

Top URLs in Tweet in G1:
[25] https://thenextweb.com/news/creator-economy-needs-universal-basic-income?utm_campaign=updog%26utm_content=tweet3%26utm_medium=social%26utm_source=twitter
[22] https://leaderpost.com/news/local-news/advocates-call-for-universal-basic-income-program-in-saskatchewan?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1633275835
[16] https://www.saltwire.com/atlantic-canada/news/basic-income-looms-large-in-pei-economic-recovery-consultation-100642091/
[13] https://thestarphoenix.com/news/local-news/advocates-call-for-universal-basic-income-program-in-saskatchewan/wcm/ec3ef800-b871-4d17-8224-17075ccb34f7?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1633279683
[12] https://thenextweb.com/news/creator-economy-needs-universal-basic-income
[12] https://youtu.be/orCRJcCmsFg
[11] https://www.ubi.org/
[10] https://time.com/6097523/compton-universal-basic-income/
[9] https://www.masonkranglecpa.com/blog/what-universal-basic-income#.YV5U4snoBFE.twitter
[6] https://www.leaf.ca/news/leaf-releases-new-reports-on-basic-income/

Top URLs in Tweet in G2:
[1] https://twitter.com/whitehouse/status/1442482136477405185
[1] https://thenextweb.com/news/creator-economy-needs-universal-basic-income
[1] https://time.com/6097523/compton-universal-basic-income/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fogpyc%2Flive

Top URLs in Tweet in G3:
[5] https://www.linkedin.com/pulse/democratic-socialism-financial-transaction-tax-alan-bowman/
[5] https://time.com/6097523/compton-universal-basic-income/
[1] https://twitter.com/Booker4KY/status/1445491049523208194
[1] https://discord.com/invite/SpJWFkynEt
[1] https://medium.com/basic-income/harper-lee-success-creativity-and-basic-income-a8a708cffd21
[1] https://www.scottsantens.com/medium-most-progressive-andrew-yang-freedom-dividend-universal-basic-income-ubi
[1] https://www.vox.com/platform/amp/future-perfect/22313272/stockton-basic-income-guaranteed-free-money?__twitter_impression=true

Top URLs in Tweet in G4:
[11] https://thenextweb.com/news/creator-economy-needs-universal-basic-income
[5] https://dgmgm.com/why-musicians-should-support-universal-basic-income?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] https://www.leaf.ca/news/leaf-releases-new-reports-on-basic-income/
[4] https://www.mlive.com/news/ann-arbor/2021/10/ann-arbor-stimulus-ideas-include-23m-for-universal-basic-income-program.html
[3] https://twitter.com/besf0rt/status/1444656005250527233
[3] https://time.com/6097523/compton-universal-basic-income/
[3] https://joanwestenberg.medium.com/why-a-universal-basic-income-is-the-key-to-making-the-creator-economy-work-fbfd0df93868
[2] https://www.newsweek.com/andrew-yang-universal-basic-income-inevitable-lauds-1k-payments-best-part-campaign-1634018
[2] https://www.news24.com/fin24/economy/basic-income-grant-for-sa-not-radical-but-necessary-says-ex-goldman-sachs-ceo-20211004
[2] https://leaderpost.com/news/local-news/advocates-call-for-universal-basic-income-program-in-saskatchewan

Top URLs in Tweet in G5:
[39] https://time.com/6097523/compton-universal-basic-income/
[13] https://vocal.media/theSwamp/why-we-need-modern-monetary-theory-mmt-and-why-it-needs-universal-basic-income-ubi
[10] https://time.com/6097523/compton-universal-basic-income/?utm_source=twitter&utm_medium=social&utm_campaign=social-share-article&utm_term=politics_economy
[5] https://mintthecoin.org/faq/
[3] https://medium.com/basic-income/there-is-no-policy-proposal-more-progressive-than-andrew-yangs-freedom-dividend-72d3850a6245
[3] https://www.scottsantens.com/basic-income-faq
[2] https://medium.com/economicsecproj/technological-inheritance-and-the-case-for-a-basic-income-ded373a69c8e
[2] https://thenextweb.com/news/creator-economy-needs-universal-basic-income?utm_campaign=updog%26utm_content=tweet3%26utm_medium=social%26utm_source=twitter
[2] https://gef.eu/publication/steps-towards-universal-basic-income-the-effect-of-the-covid-19-crisis-on-welfare-policies-and-support-for-ubi-in-the-european-union/
[2] https://youtu.be/FeuqfSutaUw

Top URLs in Tweet in G6:
[33] https://www.crowdcast.io/e/universal-basic-income-2021/1
[5] https://gef.eu/event/a-basic-income-for-europe/
[2] https://twitter.com/ZackPolanski/status/1442428780153348096
[1] https://gef.eu/publication/steps-towards-universal-basic-income-the-effect-of-the-covid-19-crisis-on-welfare-policies-and-support-for-ubi-in-the-european-union/
[1] https://twitter.com/UBILabNetwork/status/1322452032444370944
[1] https://www.microsimulation.ac.uk/research-and-policy-analysis/events/2021/10/01/ukmod-training-ukmod-explore/
[1] https://www.recivitas.org/basic-income-books
[1] https://twitter.com/umairh/status/1445489973604487169
[1] https://twitter.com/Relai_ch/status/1445439641788768267
[1] https://www.gooddollar.org/

Top URLs in Tweet in G7:
[1] https://twitter.com/Peston/status/1444983163051257870
[1] https://twitter.com/scottishgreens/status/1445682581526093824

Top URLs in Tweet in G8:
[2] https://gimms.org.uk/fact-sheets/universal-basic-income/
[1] https://twitter.com/ryanlcooper/status/1446469907722477568
[1] https://twitter.com/FreeNorthNow/status/1445729121485484036
[1] https://twitter.com/celtjules66/status/1445802987406962688
[1] https://www.mirror.co.uk/news/politics/andy-burnham-brands-labour-problem-25077055
[1] https://www.truthdig.com/articles/the-oligarchs-guaranteed-basic-income-scam/
[1] https://realprogressives.org/ubi-vs-fjg/?fbclid=IwAR3gppDDK9JzPMdVXa1Fi7nr_CCYVu7jsODGpHAXVGO9Rry1qPqvQi7n21A
[1] https://internationalmagz.com/articles/post-118-universal-basic-income-a-view-from-the-left?fbclid=IwAR3jEiQztLQCvlKj4ziirewEbzaXWaEBLhdY73c9OA-RAuI63mnysyBMpdg
[1] https://www.vox.com/future-perfect/2020/2/19/21112570/universal-basic-income-ubi-map
[1] https://www.ft.com/content/100137b4-0cdf-11e8-bacb-2958fde95e5e

Top URLs in Tweet in G9:
[2] https://www.news24.com/fin24/economy/basic-income-grant-for-sa-not-radical-but-necessary-says-ex-goldman-sachs-ceo-20211004
[1] https://twitter.com/bonglez/status/1443061221347954688
[1] https://twitter.com/JvanLogg/status/1444891504187781121

Top URLs in Tweet in G10:
[4] https://docs.openswap.one/20-apy-goal
[4] https://twitter.com/_Watcherone_/status/1445219722153316363

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[75] time.com
[66] thenextweb.com
[57] vox.com
[55] youtube.com
[49] co.uk
[48] gob.cu
[43] crowdcast.io
[37] medium.com
[33] leaderpost.com

Top Domains in Tweet in G1:
[44] thenextweb.com
[33] twitter.com
[28] leaderpost.com
[19] restarters.info
[19] youtu.be
[17] youtube.com
[16] leaf.ca
[16] saltwire.com
[13] thestarphoenix.com
[11] basicincometoday.com

Top Domains in Tweet in G2:
[1] twitter.com
[1] thenextweb.com
[1] time.com
[1] facebook.com

Top Domains in Tweet in G3:
[5] linkedin.com
[5] time.com
[1] twitter.com
[1] discord.com
[1] medium.com
[1] scottsantens.com
[1] vox.com

Top Domains in Tweet in G4:
[102] twitter.com
[16] thenextweb.com
[13] gooddollar.org
[13] gob.cu
[7] youtube.com
[5] mlive.com
[5] dgmgm.com
[4] msn.com
[4] theguardian.com
[4] time.com

Top Domains in Tweet in G5:
[49] time.com
[13] vocal.media
[9] twitter.com
[8] medium.com
[5] mintthecoin.org
[4] youtube.com
[3] livableincome.org
[3] gef.eu
[3] vox.com
[3] scottsantens.com

Top Domains in Tweet in G6:
[33] crowdcast.io
[13] twitter.com
[6] gef.eu
[2] opendemocracy.net
[1] ac.uk
[1] recivitas.org
[1] gooddollar.org
[1] masonkranglecpa.com
[1] nytimes.com
[1] actionnetwork.org

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

Top Domains in Tweet in G8:
[3] twitter.com
[2] org.uk
[1] co.uk
[1] truthdig.com
[1] realprogressives.org
[1] internationalmagz.com
[1] vox.com
[1] ft.com
[1] youtube.com

Top Domains in Tweet in G9:
[2] news24.com
[2] twitter.com

Top Domains in Tweet in G10:
[4] openswap.one
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[266] ubi
[214] basicincome
[63] universalcredit
[51] universalbasicincome
[35] crowdfundbasicincome
[33] ubiconference
[25] latimba
[25] ponlecorazón
[24] ベーシックインカム
[23] breakthecycle



Top Hashtags in Tweet in G1:
[146] basicincome
[79] ubi
[26] crowdfundbasicincome
[24] ベーシックインカム
[23] universalbasicincome
[16] couragetolead
[15] basicincomemarch2021
[10] income
[10] tax
[10] cpa

Top Hashtags in Tweet in G2:
[2] basicincomemarch
[2] endthedamnwars
[2] m4m4all
[1] basicincome
[1] mlk
[1] ubi
[1] yanggang

Top Hashtags in Tweet in G3:
[4] ubi
[2] basicincome
[1] forward
[1] crowdfundbasicincome
[1] universalbasicincome

Top Hashtags in Tweet in G4:
[15] basicincome
[11] ubi
[9] worldbasicincome
[2] airdrops
[2] universalbasicincome
[2] defi
[2] forwardparty
[2] taxtherich
[2] mosen
[2] harmoniousworld

Top Hashtags in Tweet in G5:
[15] ubi
[9] climateweek
[9] climatechange
[5] basicincome
[5] mintthecoin
[5] guaranteedincome
[5] mlk
[3] crowdfundbasicincome
[3] squidgame
[2] welfare

Top Hashtags in Tweet in G6:
[62] ubi
[59] universalcredit
[9] universalbasicincome
[9] pandorapapers
[6] welfare
[5] ebi
[5] bge
[4] basicincome
[3] letstryubi
[2] foodbanks

Top Hashtags in Tweet in G8:
[2] ubi
[1] basicincome
[1] universalcredit
[1] socialistsunday

Top Hashtags in Tweet in G10:
[4] ubi
[1] 3rdparty4ushouseandsenate202x
[1] nomajorityparty2030
[1] coalitionsseatcommitteesnotbosses

Top Words
Top Words in Tweet in Entire Graph:
[5269] income
[5240] basic
[3603] universal
[1162] re
[1142] during
[1125] fighting
[844] support
[827] retweet
[640] pandemic
[639] poverty

Top Words in Tweet in G1:
[1364] income
[1346] basic
[690] universal
[545] ubi_works
[342] cerb
[256] replaced
[146] #basicincome
[142] wages
[109] pilot
[103] support

Top Words in Tweet in G2:
[1102] fighting
[1102] during
[1101] re
[569] medicare
[567] proudsocialist
[565] clean
[565] energy
[564] 2030
[551] 100
[550] pandemic

Top Words in Tweet in G3:
[712] retweet
[516] basic
[499] universal
[498] income
[382] jonmunitz
[365] support
[361] follow
[358] 1200
[358] month
[358] please

Top Words in Tweet in G4:
[491] income
[473] basic
[340] universal
[77] people
[47] ubi
[37] economy
[34] need
[30] work
[29] poverty
[29] more

Top Words in Tweet in G5:
[336] income
[324] basic
[193] universal
[158] scottsantens
[143] andrewyang
[84] ubi
[64] people
[43] unconditional
[39] read
[38] support

Top Words in Tweet in G6:
[162] basic
[161] income
[156] universal
[63] credit
[62] #ubi
[60] need
[59] cutting
[59] #universalcredit
[59] incredibly
[57] zackpolanski

Top Words in Tweet in G7:
[435] poverty
[214] provide
[208] live
[207] work
[207] guaranteed
[207] growing
[207] coaimpaul
[206] route
[206] uk
[206] 72

Top Words in Tweet in G8:
[146] universal
[108] bthroughparty
[104] minimum
[101] credit
[100] cancelling
[100] 20
[100] cut
[100] bare
[100] demanding
[100] tories

Top Words in Tweet in G9:
[214] south
[114] africa
[114] unemployed
[111] grant
[110] needs
[110] economy
[109] news24
[108] africans
[107] offer
[107] r800

Top Words in Tweet in G10:
[14] universal
[14] basic
[14] income
[7] _watcherone_
[6] 20
[5] foxnews
[4] #ubi
[4] read
[3] dip
[3] cnn

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5040] basic,income
[3208] universal,basic
[1117] re,fighting
[573] clean,energy
[572] energy,2030
[571] support,universal
[565] during,pandemic
[559] 100,clean
[558] fighting,medicare
[558] medicare,during

Top Word Pairs in Tweet in G1:
[1296] basic,income
[663] universal,basic
[256] cerb,replaced
[256] replaced,universal
[255] ubi_works,cerb
[92] pilot,launched
[92] launched,under
[88] ubi_works,basic
[71] income,benefits
[69] income,program

Top Word Pairs in Tweet in G2:
[1101] re,fighting
[565] clean,energy
[564] energy,2030
[551] 100,clean
[550] fighting,medicare
[550] medicare,during
[550] during,pandemic
[550] pandemic,re
[550] fighting,100
[550] 2030,during

Top Word Pairs in Tweet in G3:
[495] basic,income
[492] universal,basic
[362] support,universal
[358] income,1200
[358] 1200,month
[357] jonmunitz,support
[356] month,please
[356] please,retweet
[356] retweet,retweet
[356] retweet,follow

Top Word Pairs in Tweet in G4:
[463] basic,income
[303] universal,basic
[22] creator,economy
[22] economy,needs
[22] needs,universal
[15] income,program
[13] gooddollar,create
[13] create,basic
[13] income,wallet
[13] support,universal

Top Word Pairs in Tweet in G5:
[320] basic,income
[189] universal,basic
[42] unconditional,basic
[27] wsj,wsjopinion
[24] ubi,amount
[23] income,million
[23] million,people
[23] people,fallen
[23] fallen,ubi
[22] income,works

Top Word Pairs in Tweet in G6:
[157] basic,income
[91] universal,basic
[63] universal,credit
[59] cutting,#universalcredit
[59] #universalcredit,incredibly
[48] credit,months
[48] months,2016
[48] 2016,rent
[48] rent,bills
[48] bills,stretch

Top Word Pairs in Tweet in G7:
[206] work,provide
[206] provide,guaranteed
[206] guaranteed,route
[206] route,poverty
[206] poverty,uk
[206] uk,72
[206] 72,children
[206] children,growing
[206] growing,poverty
[206] poverty,live

Top Word Pairs in Tweet in G8:
[100] cancelling,20
[100] 20,universal
[100] universal,credit
[100] credit,cut
[100] cut,bare
[100] bare,minimum
[100] minimum,demanding
[100] demanding,tories
[99] bthroughparty,cancelling
[52] basic,income

Top Word Pairs in Tweet in G9:
[107] south,africa
[107] africa,needs
[107] needs,offer
[107] offer,grant
[107] grant,r800
[107] r800,month
[107] month,unemployed
[107] unemployed,south
[107] south,africans
[107] africans,part

Top Word Pairs in Tweet in G10:
[14] universal,basic
[14] basic,income
[6] income,20
[4] #ubi,universal
[4] 20,read
[4] read,_watcherone_
[2] 20,_watcherone_
[2] _watcherone_,openswap_one
[2] openswap_one,blancoinio
[2] blancoinio,cryptochefe

Top Replied-To
Top Replied-To in Entire Graph:
@andrewyang
@ubi_works
@potus
@albomp
@aoc
@scottsantens
@engineers_feed
@proudsocialist
@fordnation
@ilhan

Top Replied-To in G1:
@ubi_works
@scottsantens
@stevendelduca
@mkulczycki
@justintrudeau
@chrissaccoccia1
@baseincomequote
@landogriffin13
@philllchabbb
@basicincomecdn

Top Replied-To in G2:
@proudsocialist
@carrieanne808
@thedemocrats
@yclaes623

Top Replied-To in G3:
@jacquelinehoman
@marcorubio
@shoe0nhead
@jonmunitz
@drafthobbyist
@sturmnextterm
@rubyslippahs
@interiorsdiva
@alexmays90
@pennyphilosophy

Top Replied-To in G4:

Top Replied-To in G5:
@andrewyang
@wsj
@scottsantens
@5446myno
@schloops01
@proudsocialist
@timothycore
@mhdontcare28
@besf0rt
@noratoriou5

Top Replied-To in G6:
@grumpyme4
@neishawong
@marcusrashford
@eddwilson
@stevelawrence_
@andrealeadsom
@greenbenali
@socialistvoice
@natalieben
@peston

Top Replied-To in G7:
@taj_ali1
@primmandpropper
@frank3davies
@mgphlox
@cnicpetrat

Top Replied-To in G8:
@davidpnoble63
@bthroughparty
@mrcraftyg
@edwardpoole1975
@malcolm_reavell
@val_to_string
@unojen_wood
@bobby1897
@apocdreams
@drphiliplee1

Top Replied-To in G9:
@fin24
@mdu_makhosini
@ruraltarain
@news24

Top Replied-To in G10:
@foxnews
@_watcherone_
@cnn
@failedmusician
@bach_kenneth

Top Mentioned
Top Mentioned in Entire Graph:
@proudsocialist
@ubi_works
@jonmunitz
@scottsantens
@coaimpaul
@andrewyang
@upp_polls
@news24
@bthroughparty
@amyzenunim

Top Mentioned in G1:
@ubi_works
@leafnational
@basicincomecdn
@basicincomeimg
@conversationuk
@scottsantens
@basicincomeham
@jonmunitz
@leahgazan
@thenextweb

Top Mentioned in G2:
@proudsocialist
@thedemocrats
@ubi_works
@scottsantens
@andrewyang
@ohiogreenparty
@petshopgalah
@tuckercarlson
@fwd_party
@efliv2

Top Mentioned in G3:
@jonmunitz
@jessep4congress
@alanlsg
@andrewyang
@scottsantens
@bittergertrude
@peoplesbasics
@ubi_works
@allenlellison
@jacquelinehoman

Top Mentioned in G4:
@tyakushigawa
@liberalautistic
@99vqywbtqyapbem
@patriautic
@stepanouk
@femoidposting
@prismprime

Top Mentioned in G5:
@scottsantens
@andrewyang
@wsjopinion
@wsj
@fwd_party
@jonmunitz
@opendemocracy
@comingler1
@perkinsforla
@ekklesiagora

Top Mentioned in G6:
@zackpolanski
@neishawong
@greenbenali
@ubilabnetwork
@gef_europe
@marcusrashford
@norwichgreens
@simonjduffy
@natalieben
@ubilabnortheast

Top Mentioned in G7:
@coaimpaul
@davidxrose1
@taj_ali1
@greens_shetland
@barbarasutton15
@999gillkking999
@debiwolfreeves
@femi_sorry
@tartancobweb
@opendemocracy

Top Mentioned in G8:
@bthroughparty
@unojen_wood
@coaimpaul
@ethicalrenewal
@dickmackintosh
@edwardpoole1975
@pamos19
@mrcraftyg
@basicincomecdn
@proudsocialist

Top Mentioned in G9:
@news24
@fin24
@lameezomarjee
@nkanyiso_ngqulu
@justicemalala
@sirmore_
@magnusheystek
@mikeschussler

Top Mentioned in G10:
@_watcherone_
@foxnews
@openswap_one
@blancoinio
@cryptochefe
@siriusb515
@harmonious_dude
@harmonyprotocol
@cnn
@royal_funlife

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@rashidaldosari
@threadreaderapp
@myfavoritescene
@edinburghwatch
@s9tmt
@amaia_haikazti
@world_news_eng
@dinaelhakim4
@rjber15

Top Tweeters in G1:
@ja8yum
@allchanges
@vampirediary55
@greeeneyedwhwom
@businessinsider
@all435reps
@narutoj3
@fl85
@allan_crawshaw
@fabriciosx

Top Tweeters in G2:
@drdaveanddee
@paulsorrentino3
@godandthebear
@60sparkle
@leoluminary
@elisha1022
@cb765
@wavesofeuphoria
@diddymcc
@adakcharley

Top Tweeters in G3:
@npsusa
@barbaramain07
@nakesha_horsey
@alanlsg
@lulu82824
@kenikewahine78
@alexaadams12
@tuser5555
@aaron_____davis
@vashtivale42

Top Tweeters in G4:
@bmangh
@cbinflux
@gezgintrk
@zeenewsenglish
@pavelnosok
@ricardozam
@clairesiegely
@pastryplate
@itsstevenhudson
@kevskewl

Top Tweeters in G5:
@rashidaldosari
@sudeepkhatri
@jfsebastian146
@lawlor224
@funnagan
@chemoelectric
@paulmick
@nytimes
@jamchrisjoy
@vmrwanda

Top Tweeters in G6:
@rjber15
@glynmoody
@socialistvoice
@sufiboy
@eddwilson
@ht4ecosocialism
@merrymichaelw
@boogwinchester
@hullfair
@toddy19

Top Tweeters in G7:
@s9tmt
@thefabledaesop
@tartancobweb
@dingabelle
@leocullen4
@catherinemginn
@forumeditor
@hausofrushdi
@greegreece
@shambles151

Top Tweeters in G8:
@bliadhnaichean
@scott1984fp
@cleggy261
@carolehope2
@unojen_wood
@mrpshropshire
@christoclifford
@jfjabbo
@lacaldojewelery
@jackiehilton44

Top Tweeters in G9:
@world_news_eng
@mpho_pitsi_za
@news24
@nkanyiso_ngqulu
@bantumarine
@sylviaireland
@bendamimatodzi
@pmatsekane
@q_to_you
@khanyikuzwayo

Top Tweeters in G10:
@tacobell
@mcdonalds
@foxnews
@cnn
@coachbourbonusa
@fpwellman
@nayibbukele
@davidgokhshtein
@trishaobannon
@joshfoxfilm