Universal Basic Income, Twitter, 10/13/2019 11:47:18 PM, 212882
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Universal Basic Income_2019-10-13_14-33-59.xlsx
Universal Basic Income_2019-10-13_14-33-59.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
October 13, 2019
Short Description:
Universal Basic Income via NodeXL http://bit.ly/318kFFz
@andrewyang
@ronnycarlansson
@voxdotcom
@hoochiedaddy_
@scottsantens
@citylab
@sarahsholder
@ab89
@libertadynomnom
@basicincomecdn

Top hashtags:
#yanggang
#basicincome
#ubi
#youtubeandrewyang
#freedomdividend

Description:
Description
The graph represents a network of 8,891 Twitter users whose recent tweets contained "Universal Basic Income", 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 Sunday, 13 October 2019 at 22:52 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 4-minute period from Friday, 04 October 2019 at 15:28 UTC to Sunday, 13 October 2019 at 21:33 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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[160] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[127] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[126] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[122] https://buildyourownhousebodylife.blogspot.com/2019/09/universal-basic-income-ubi.html
[113] https://www.vox.com/policy-and-politics/2017/9/12/16296532/hillary-clinton-universal-basic-income-alaska-for-america-peter-barnes
[107] https://www.youtube.com/watch?v=MgV2fwzWXXA&feature=youtu.be

[99] https://buildyourownhousebodylife.blogspot.com/2019/07/andrew-yang-yanggang-andrewyang2020-i.html
[92] https://fortune.com/2019/10/03/universal-basic-income-stockton/
[80] https://trib.al/g6GX1gH
[54] https://www.cnbc.com/2017/12/27/what-billionaires-say-about-universal-basic-income-in-2017.html

Top URLs in Tweet in G1:
[122] https://buildyourownhousebodylife.blogspot.com/2019/09/universal-basic-income-ubi.html
[108] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[99] https://buildyourownhousebodylife.blogspot.com/2019/07/andrew-yang-yanggang-andrewyang2020-i.html
[99] https://www.vox.com/policy-and-politics/2017/9/12/16296532/hillary-clinton-universal-basic-income-alaska-for-america-peter-barnes
[95] https://www.youtube.com/watch?v=MgV2fwzWXXA&feature=youtu.be

[72] https://trib.al/g6GX1gH
[44] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/iZRrvG
[43] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[42] https://sanfrancisco.cbslocal.com/2019/10/03/universal-basic-income-recipients-spend-free-money-on-food-clothing-utility-bills/
[25] https://www.cbsnews.com/news/universal-basic-income-heres-how-residents-of-stockton-california-are-spending-500-a-month/

Top URLs in Tweet in G2:
[98] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[57] https://fortune.com/2019/10/03/universal-basic-income-stockton/
[36] https://www.huffpost.com/entry/universal-basic-income-stockton_n_5d9f51a1e4b087efdbaa3aa0
[18] https://www.cbsnews.com/news/universal-basic-income-data-show-how-people-spent-the-500-a-month-they-got-for-free/
[17] https://www.citylab.com/equity/2019/10/stockton-universal-basic-income-pilot-economic-empowerment/599152/
[14] https://www.zerohedge.com/personal-finance/hidden-costs-universal-basic-income
[13] https://www.citylab.com/equity/2019/10/stockton-universal-basic-income-pilot-economic-empowerment/599152/?utm_source=twb
[12] https://twocents.lifehacker.com/how-people-actually-spend-a-500-monthly-universal-basi-1838775544
[9] https://hotair.com/archives/jazz-shaw/2019/10/05/universal-basic-income-test-work/
[8] https://www.businessinsider.com/stockton-basic-income-trial-results-success-2019-10

Top URLs in Tweet in G3:
[72] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[43] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=chorus&utm_medium=social&utm_source=twitter
[10] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[3] https://www.vox.com/future-perfect/2019/9/5/20849020/alaska-permanent-fund-universal-basic-income?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[2] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_source=sprout&utm_medium=social&utm_campaign=vox.social&utm_content=1570715419
[2] https://www.sacbee.com/news/politics-government/capitol-alert/article235977947.html
[2] https://www.cbsnews.com/news/universal-basic-income-heres-how-residents-of-stockton-california-are-spending-500-a-month/
[1] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox.social&utm_content=1570559738&utm_medium=social&utm_source=twitter
[1] https://twitter.com/nat_forrest/status/1183310997664088065
[1] https://www.youtube.com/watch?v=WFUgsvsxtfk&feature=youtu.be


Top URLs in Tweet in G5:
[10] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[9] https://www.citylab.com/equity/2019/10/stockton-universal-basic-income-pilot-economic-empowerment/599152/
[5] https://thehill.com/hilltv/rising/463055-more-voters-support-universal-basic-income
[5] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[4] https://www.jacobinmag.com/2016/05/richard-nixon-ubi-basic-income-welfare/
[4] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[3] https://www.vox.com/policy-and-politics/2017/9/12/16296532/hillary-clinton-universal-basic-income-alaska-for-america-peter-barnes
[3] http://www.scottsantens.com/medium-most-progressive-andrew-yang-freedom-dividend-universal-basic-income-ubi
[3] https://www.reddit.com/r/YangForPresidentHQ/comments/dfhg8z/dreams_of_a_universal_basic_income/?utm_source=ifttt
[3] http://bright-green.org/2019/10/10/5-reasons-why-a-green-new-deal-and-basic-income-go-hand-in-hand/

Top URLs in Tweet in G6:
[54] https://www.cnbc.com/2017/12/27/what-billionaires-say-about-universal-basic-income-in-2017.html
[23] https://www.cnbc.com/video/2019/08/16/heres-what-universal-basic-income-ubi-could-mean-for-your-money.html?__source=twitter|makeit
[19] https://theweek.com/speedreads/785340/obama-consider-universal-basic-income
[9] https://www.forbes.com/sites/francescoppola/2017/08/31/top-economists-endorse-universal-basic-income/#33b3e12815ae
[6] https://www.forbes.com/sites/francescoppola/2017/08/31/top-economists-endorse-universal-basic-income/
[5] https://www.citylab.com/equity/2019/10/stockton-universal-basic-income-pilot-economic-empowerment/599152/
[5] https://www.theguardian.com/society/2019/may/12/labour-would-trial-universal-basic-income-if-elected-john-mcdonnell-says
[4] https://www.youtube.com/watch?v=vpn7XoaeZdc&feature=youtu.be

[4] https://www.youtube.com/watch?v=MgV2fwzWXXA&feature=youtu.be

[4] https://dgmgm.com/why-musicians-should-support-universal-basic-income

Top URLs in Tweet in G7:
[3] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[3] https://www.citylab.com/equity/2019/10/stockton-universal-basic-income-pilot-economic-empowerment/599152/
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/iZRrvG
[1] https://www.nationalreview.com/2016/06/universal-basic-income-ubi-terrible-idea/
[1] https://medium.com/s/free-money/universal-basic-income-is-silicon-valleys-latest-scam-fd3e130b69a0
[1] https://www.newswire.ca/news-releases/ubi-works-announces-new-initiative-to-highlight-economic-case-for-universal-basic-income-in-canada-806851191.html
[1] https://www.vox.com/platform/amp/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial

Top URLs in Tweet in G8:
[10] https://youtu.be/aZYX0lEwtSA
[7] http://rabble.ca/blogs/bloggers/change-gonna-come/2019/10/election-ask-representatives-where-they-stand-universal
[6] https://thetylt.com/politics/universal-basic-income-yang
[6] https://www.huffingtonpost.ca/entry/universal-basic-income_ca_5d937ed4e4b0019647af9ef4?ncid=other_twitter_cooo9wqtham&utm_campaign=share_twitter
[5] https://youtu.be/c4W8p3b2p58
[3] http://www.scottsantens.com/basic-income-faq
[2] http://scottsantens.com/basic-income-faq
[2] http://bright-green.org/2019/10/10/5-reasons-why-a-green-new-deal-and-basic-income-go-hand-in-hand/
[2] https://www.huffingtonpost.ca/entry/universal-basic-income_ca_5d937ed4e4b0019647af9ef4
[1] https://news.gallup.com/poll/267143/universal-basic-income-favored-canada-not.aspx?utm_source=twitterbutton&utm_medium=twitter&utm_campaign=sharing

Top URLs in Tweet in G9:
[5] https://bankroll.network/
[3] http://tweetedtimes.com/v/15728
[2] https://thehill.com/hilltv/rising/463055-more-voters-support-universal-basic-income
[2] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial
[1] https://www.vox.com/policy-and-politics/2017/9/12/16296532/hillary-clinton-universal-basic-income-alaska-for-america-peter-barnes
[1] https://asia.nikkei.com/Politics/Andrew-Yang-Asian-American-candidate-does-the-math-to-win-White-House
[1] https://www.amazon.com/dp/B07Q3KQ7YK/ref=cm_sw_r_cp_apa_i_GhTNDbXJP4S27
[1] https://youtube.com/watch?v=MgV2fwzWXXA

[1] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[1] https://www.cbsnews.com/news/universal-basic-income-heres-how-residents-of-stockton-california-are-spending-500-a-month/

Top URLs in Tweet in G10:
[2] https://medium.com/discourse/would-a-universal-basic-income-cause-a-major-spike-in-rent-prices-50fca12b06ab
[1] https://news.yahoo.com/data-shows-basic-universal-recipients-163503346.html
[1] https://thehill.com/hilltv/rising/463055-more-voters-support-universal-basic-income
[1] https://www.youtube.com/watch?v=MgV2fwzWXXA&feature=youtu.be

[1] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/iZRrvG
[1] https://www.vox.com/policy-and-politics/2017/9/12/16296532/hillary-clinton-universal-basic-income-alaska-for-america-peter-barnes
[1] https://www.facebook.com/andrewyang2020/videos/would-universal-basic-income-cause-rampant-inflation-andrew-yang-answers/2125450894186850/
[1] https://www.vox.com/future-perfect/2019/10/8/20902839/universal-basic-income-stockton-trial?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[1] http://po.st/scms/OrMCe04Lcp0lOFmbYqK-tPTzJpoaizKdegij918Lcp0/dSzGxa
[1] https://www.axios.com/andrew-yang-universal-basic-income-campaign-funds-d2c9d59b-aa9f-4b50-9b88-571d3fb16c65.html

Top Domains
Top Domains in Tweet in Entire Graph:
[485] vox.com
[316] youtube.com
[285] twitter.com
[261] blogspot.com
[175] po.st
[124] cbsnews.com
[117] trib.al
[117] citylab.com
[106] fortune.com
[95] huffpost.com

Top Domains in Tweet in G1:
[258] blogspot.com
[190] youtube.com
[162] vox.com
[152] po.st
[148] twitter.com
[73] trib.al
[43] cbslocal.com
[35] cbsnews.com
[20] scottsantens.com
[19] medium.com

Top Domains in Tweet in G2:
[109] vox.com
[66] twitter.com
[65] fortune.com
[55] citylab.com
[43] huffpost.com
[35] youtube.com
[30] cbsnews.com
[16] slashdot.org
[15] zerohedge.com
[13] lifehacker.com

Top Domains in Tweet in G3:
[132] vox.com
[3] cbsnews.com
[2] sacbee.com
[1] twitter.com
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G5:
[28] citylab.com
[14] vox.com
[12] youtube.com
[10] po.st
[6] sacbee.com
[5] twitter.com
[5] jacobinmag.com
[5] thehill.com
[4] reddit.com
[3] cbslocal.com

Top Domains in Tweet in G6:
[79] cnbc.com
[25] youtube.com
[19] theweek.com
[15] forbes.com
[8] theguardian.com
[6] yang2020.com
[6] trib.al
[5] twitter.com
[5] medium.com
[5] citylab.com

Top Domains in Tweet in G7:
[4] vox.com
[3] citylab.com
[2] po.st
[1] nationalreview.com
[1] medium.com
[1] newswire.ca

Top Domains in Tweet in G8:
[15] youtu.be
[8] huffingtonpost.ca
[7] rabble.ca
[6] thetylt.com
[5] scottsantens.com
[2] gallup.com
[2] bright-green.org
[1] marketwatch.com
[1] co.uk
[1] gopod.me

Top Domains in Tweet in G9:
[5] bankroll.network
[3] vox.com
[3] tweetedtimes.com
[2] thehill.com
[1] nikkei.com
[1] amazon.com
[1] youtube.com
[1] po.st
[1] cbsnews.com
[1] trib.al

Top Domains in Tweet in G10:
[2] po.st
[2] vox.com
[2] medium.com
[1] yahoo.com
[1] thehill.com
[1] youtube.com
[1] facebook.com
[1] axios.com
[1] taxfoundation.org
[1] slashdot.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[761] yanggang
[276] basicincome
[250] ubi
[219] youtubeandrewyang
[133] freedomdividend
[114] yang2020
[62] basicincomenow
[60] universalbasicincome
[48] andrewyang
[39] canada



Top Hashtags in Tweet in G1:
[577] yanggang
[183] youtubeandrewyang
[173] basicincome
[81] freedomdividend
[76] yang2020
[67] ubi
[56] basicincomenow
[35] greens
[34] canadavotes
[33] canada

Top Hashtags in Tweet in G2:
[40] ubi
[31] yanggang
[15] universalbasicincome
[13] smartnews
[10] freedomdividend
[9] income
[9] www
[7] basicincome
[7] money
[6] yang2020

Top Hashtags in Tweet in G3:
[3] ubi
[3] basicincome
[3] yanggang
[3] rt
[2] stockton
[1] auspol
[1] thedrum
[1] internasjonalengelsk
[1] humanityfirst
[1] selfvscommon

Top Hashtags in Tweet in G5:
[34] yanggang
[22] basicincome
[17] ubi
[14] youtubeandrewyang
[8] freedomdividend
[6] humanityfirst
[5] anime
[4] fanart
[4] andrewyang
[3] election2020

Top Hashtags in Tweet in G6:
[41] yanggang
[17] ubi
[11] yang2020
[10] youtubeandrewyang
[8] basicincome
[7] joker
[7] freedomdividend
[6] humanityfirst
[5] andrewyang
[4] tulsigabbard

Top Hashtags in Tweet in G7:
[3] whowouldofthought
[2] basicincomenow

Top Hashtags in Tweet in G8:
[32] basicincome
[16] greennewdeal
[15] freedomdividend
[15] newepisode
[14] gpconf
[4] yanggang
[3] davidgreen2019
[2] universalbasicincome
[2] automation
[2] ai

Top Hashtags in Tweet in G9:
[5] yanggang
[3] yang2020
[3] ubi
[3] basicincome
[1] yangbeatstrump
[1] makeamericathinkharder
[1] googleandrewyang
[1] cashflowforall
[1] andrewyang2020
[1] ltc

Top Hashtags in Tweet in G10:
[1] basicincomenow
[1] yanggang
[1] youtubeandrewyang

Top Words
Top Words in Tweet in Entire Graph:
[8828] Words in Sentiment List#1: Positive
[4319] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[304361] Non-categorized Words
[317508] Total Words
[8688] income
[8335] basic
[7999] universal
[2862] person
[2507] month

Top Words in Tweet in G1:
[3385] income
[3180] basic
[3171] universal
[1906] andrewyang
[1697] year
[1691] person
[1377] ubi
[1191] #yanggang
[1191] costs
[1123] prisons

Top Words in Tweet in G2:
[681] income
[655] basic
[617] universal
[216] s
[178] people
[177] 500
[176] money
[153] city
[139] month
[138] here

Top Words in Tweet in G3:
[742] month
[598] california
[499] 500
[497] gave
[497] strings
[497] attached
[421] city
[328] stockton
[319] out
[317] needy

Top Words in Tweet in G4:
[1176] deserves
[593] universal
[593] basic
[593] income
[588] trashing
[588] cnas
[588] retail
[588] restaurant
[588] workers
[588] custodial

Top Words in Tweet in G5:
[690] income
[672] universal
[661] basic
[481] stockton
[459] month
[437] experiment
[428] 500
[427] california
[404] residents
[393] over

Top Words in Tweet in G6:
[329] income
[313] universal
[283] basic
[138] andrewyang
[63] ewarren
[59] ubi
[57] #yanggang
[56] yang
[50] people
[43] want

Top Words in Tweet in G7:
[370] s
[366] plan
[188] month
[187] 500
[186] lift
[186] both
[186] ca
[185] trying
[184] senkamalaharris
[184] literally

Top Words in Tweet in G8:
[206] basic
[206] income
[192] universal
[112] tulsi
[94] #basicincome
[66] automation
[61] watch
[60] serious
[57] really
[57] proposal

Top Words in Tweet in G9:
[148] income
[147] basic
[146] universal
[111] yang
[108] andrew
[100] want
[100] anime
[100] version
[99] naruto
[25] year

Top Words in Tweet in G10:
[136] basic
[134] income
[133] universal
[114] spent
[113] food
[112] clothing
[112] utilities
[109] andrew
[107] california
[107] yang's

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[8099] basic,income
[7492] universal,basic
[1920] year,person
[1762] 500,month
[989] andrew,yang
[964] stockton,california
[734] strings,attached
[727] month,strings
[723] income,experiment
[687] food,clothing

Top Word Pairs in Tweet in G1:
[3155] basic,income
[3074] universal,basic
[1683] year,person
[564] ubi,universal
[561] income,reduces
[561] reduces,costs
[561] costs,healthcare
[561] healthcare,prisons
[561] prisons,homelessness
[561] homelessness,money

Top Word Pairs in Tweet in G2:
[630] basic,income
[586] universal,basic
[129] here,s
[118] california,city
[115] 500,month
[85] strings,attached
[82] month,strings
[77] city,gave
[76] attached,here
[63] free,money

Top Word Pairs in Tweet in G3:
[499] 500,month
[497] month,strings
[497] strings,attached
[318] stockton,california
[317] needy,person
[317] person,gave
[317] gave,500
[316] attached,stockton
[316] california,finding
[316] finding,out

Top Word Pairs in Tweet in G4:
[593] universal,basic
[593] basic,income
[588] trashing,cnas
[588] cnas,retail
[588] retail,restaurant
[588] restaurant,workers
[588] workers,custodial
[588] custodial,staff
[588] staff,etc
[588] etc,single

Top Word Pairs in Tweet in G5:
[657] basic,income
[650] universal,basic
[426] 500,month
[397] stockton,california
[386] income,experiment
[382] nearly,halfway
[382] halfway,over
[354] experiment,stockton
[349] california,nearly
[349] over,500

Top Word Pairs in Tweet in G6:
[266] basic,income
[254] universal,basic
[42] universal,income
[29] andrew,yang
[23] america,ready
[23] ready,universal
[21] year,person
[16] income,cnbcmakeit
[15] safety,net
[14] social,safety

Top Word Pairs in Tweet in G7:
[187] 500,month
[183] trying,understand
[183] understand,senkamalaharris
[183] senkamalaharris,s
[183] s,lift
[183] lift,act
[183] act,completely
[183] completely,erased
[183] erased,s
[183] s,literally

Top Word Pairs in Tweet in G8:
[206] basic,income
[187] universal,basic
[56] tulsi,addressed
[56] addressed,serious
[56] serious,challenges
[56] challenges,face
[56] face,automation
[56] automation,artificial
[56] artificial,intelligence
[56] intelligence,watch

Top Word Pairs in Tweet in G9:
[145] universal,basic
[138] basic,income
[107] andrew,yang
[100] yang,want
[100] want,universal
[100] income,anime
[100] anime,version
[99] version,naruto
[24] year,person
[8] ubi,universal

Top Word Pairs in Tweet in G10:
[134] basic,income
[132] universal,basic
[112] food,clothing
[112] clothing,utilities
[106] california,city
[106] spent,food
[105] city,experimented
[105] experimented,universal
[105] income,cornerstone
[105] cornerstone,andrew

Top Replied-To
Top Replied-To in Entire Graph:
@baaaaaylee
@andrewyang
@pagetkagy
@ab89
@scottsantens
@georgetakei
@ewarren
@grittycitysndr
@berniesanders
@lindahoguttu

Top Replied-To in G1:
@baaaaaylee
@andrewyang
@pagetkagy
@ab89
@scottsantens
@narkeeso
@katcalvinla
@cnn
@pulte
@thehill

Top Replied-To in G2:

Top Replied-To in G3:
@kevindmonaghan
@viri_rios
@d0mxnxque
@andrewyang

Top Replied-To in G5:
@michaeldtubbs
@andrewyang
@peace_of_ce
@capitolalert
@oginsley
@basicincomeun
@marthas4pete
@tommychong
@soosahn
@baaaaaylee

Top Replied-To in G6:
@ewarren
@georgetakei
@andrewyang
@berniesanders
@aoc
@lexi4prez
@juddapatow
@lady_lineups
@iacu10
@conservpressnow

Top Replied-To in G7:
@reesetheone1
@kev_in_canada
@darbyaono
@cungraphael
@gracenote108
@christiemn7
@gatorsofla
@sarbury
@brettscriver

Top Replied-To in G8:
@roblamberti1
@matthaig1
@ronkneebone
@intengineering
@basicincomeact
@twitchyspoonie
@brightgrn
@turn2us_org
@trusselltrust
@fayetreacy

Top Replied-To in G9:
@teampelosi
@officialmcafee
@michaelreeves08
@jandrewsjr_
@bearma4
@whoismrrobot
@itsramimalek
@cryptonewscom
@50cent
@apompliano

Top Replied-To in G10:
@cnn
@spacep1rate
@genericdogavi
@rwsmth
@sfor4th
@andresintheory
@johnepicsmurf
@rvby11
@casey
@joehouin

Top Mentioned
Top Mentioned in Entire Graph:
@andrewyang
@sarahsholder
@voxdotcom
@marcelluswiley
@scottsantens
@whoopigoldberg
@senkamalaharris
@rupaul
@youtube
@pagetkagy

Top Mentioned in G1:
@andrewyang
@marcelluswiley
@whoopigoldberg
@scottsantens
@rupaul
@sarahsholder
@youtube
@pagetkagy
@voxdotcom
@zach_graumann

Top Mentioned in G3:
@voxdotcom
@andrewyang
@ezraklein
@nataliefoster
@ismashfizzle
@youtube
@sigalsamuel
@michaeldtubbs
@kittylesiren

Top Mentioned in G5:
@sarahsholder
@andrewyang
@michaeldtubbs
@citylab
@stocktondemo
@youtube
@marcelluswiley
@scottsantens
@voxdotcom
@whoopigoldberg

Top Mentioned in G6:
@andrewyang
@ewarren
@berniesanders
@ab89
@cnbcmakeit
@cnn
@cnbc
@aoc
@georgetakei
@jonsarlin

Top Mentioned in G7:
@senkamalaharris
@andrewyang
@newyorker
@huahsu
@gop
@swatnot
@sajopp98
@gracenote108
@timothy04396650
@drjengunter

Top Mentioned in G8:
@thydailyedge
@walesgreenparty
@basicincome_uk
@andrewyang
@chukaejeckam
@margotyoung3
@ccpa_bc
@ubcvse
@scaniagroup
@meinbge

Top Mentioned in G9:
@andrewyang
@voxdotcom
@scottsantens
@dpy355
@iammcjin
@usa_network
@lopp
@danheld
@pierre_rochard
@sysmannet

Top Mentioned in G10:
@andrewyang
@rwsmth
@youtube
@thetylt
@marinyanggang
@voxdotcom
@murchmop
@berniesanders
@ignatpete
@kim10491

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@jurylady5
@dichristine
@phildecarolis
@immoralreport
@go2webmarketing
@commonpatriot
@crewislife
@odio_nao
@humbleteej

Top Tweeters in G1:
@dancas2
@madanabhat
@thehill
@mwhalan
@rolandsmartin
@paladine
@mark_kawada
@revmagdalen
@bayiskendr
@maxemc

Top Tweeters in G2:
@go2webmarketing
@gamergeeknews
@marciojmsilva
@coopmike48
@fiweh
@raybae689
@bmine3rz
@alenkarabegovic
@pops131
@lianabrooks

Top Tweeters in G3:
@jurylady5
@crewislife
@odio_nao
@thereal_rebel
@catawu
@paxnostrum
@docrocktex26
@llama_strudel
@principia
@darius_roberti

Top Tweeters in G4:
@carmillalusta
@urbangem
@kat_lynd
@prime_bee
@dantresomi
@ohemmeg
@astoldbykaee
@galacticphobos
@thekitchenista
@kreyoliciousss

Top Tweeters in G5:
@sws_edu
@yayayarndiva
@thepainterflynn
@sydnets
@lltwing
@stfuimtweetn0_o
@jennykim
@whattheplucked
@june4th
@johnnybridge2

Top Tweeters in G6:
@businessinsider
@santchiweb
@reuters
@foxnews
@nytimes
@cnbc
@yolie_rios
@usatoday
@wsj
@cnn

Top Tweeters in G7:
@manmet80
@homegypsy
@only4rm
@sheiladecker19
@samhainnight
@shuboogie
@axxisonmargaret
@bukiwilliams
@crystal4obama
@bbkenn92

Top Tweeters in G8:
@vampirediary55
@narutoj3
@jpofgwynedd
@mokomokai
@prpltnkr
@theclassicmanny
@_sailorsteph
@meplzchicken
@gokuraku4649
@iamcroe

Top Tweeters in G9:
@angeldavitkov
@berniedoesit
@kevdog_11
@_kidhollister_
@itskira_j
@otakundead
@mikiedaytona
@pierre_rochard
@black_opulence
@officialmcafee

Top Tweeters in G10:
@pennytindall
@janecanary19
@justsnazz
@b_sputnik
@_yourewelcome__
@tracidegerman
@kkarkagiannis
@ibern4you
@__dotblake
@mrsbroadbent


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