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wework_2019-10-12_18-18-08.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
October 13, 2019
Short Description:
wework via NodeXL http://bit.ly/2M8HXaf
@wework
@zerohedge
@profgalloway
@jerrychocolatti
@ft
@7longgame
@rklein90
@businessinsider
@bobbymagicguy
@lisaabramowicz1

Top hashtags:
#wework
#coworking
#ipo
#startups
#business
#tech
#eft
#startup
#mapoli
#news

Description:
Description
The graph represents a network of 5,077 Twitter users whose tweets in the requested range contained "wework", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 October 2019 at 01:19 UTC.

The requested start date was Sunday, 13 October 2019 at 00:01 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 1-day, 20-hour, 27-minute period from Wednesday, 09 October 2019 at 19:05 UTC to Friday, 11 October 2019 at 15:33 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:
[94] https://www.zerohedge.com/markets/wework-bailout-could-be-imminent-cash-runs-out
[63] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55
[26] https://jp.reuters.com/article/visionfund-wework-idJPKBN1WN0A9
[24] https://www.youtube.com/watch?v=4Btvkhq_b-4&feature=youtu.be

[24] https://jp.techcrunch.com/2019/10/09/2019-10-08-wework-layoffs-2/
[20] https://techcrunch.com/2019/10/08/wework-layoffs-2/
[20] https://trib.al/DnEj5Iy
[20] https://www.vox.com/recode/2019/10/8/20903393/postmates-ipo-market-wall-street-silicon-valley-direct-listing-wework-uber-unicorns
[19] https://trib.al/VYxRBoo
[18] https://www.latimes.com/business/story/2019-10-10/netflix-wework-and-others-bolster-l-a-s-office-market

Top URLs in Tweet in G1:
[22] https://www.zerohedge.com/markets/wework-bailout-could-be-imminent-cash-runs-out
[15] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55
[13] https://www.youtube.com/watch?v=4Btvkhq_b-4&feature=youtu.be

[13] https://jp.techcrunch.com/2019/10/09/2019-10-08-wework-layoffs-2/
[12] https://www.businessinsider.com/wework-is-sponsoring-linkedin-ads-offering-to-help-team-morale-2019-10
[11] https://jp.reuters.com/article/visionfund-wework-idJPKBN1WN0A9
[11] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55?utm_source=dlvr.it&utm_medium=twitter
[10] https://www.businessinsider.jp/post-200298
[10] https://www.businessinsider.jp/post-200180
[10] https://www.bloomberg.com/tosv2.html?vid=&uuid=7e7090d0-ec3c-11e9-84f7-27f648da11a2&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstYmFpbG91dC1kZWFsLW1heS1lbWVyZ2Utc29vbi1hcy1uZXh0LXdlZWstZnQtc2F5cw==

Top URLs in Tweet in G2:
[4] https://www.straitstimes.com/business/companies-markets/wework-expanding-in-spore-despite-parent-firms-woes?utm_term=Autofeed&utm_campaign=sttw&utm_medium=Social&utm_source=Twitter#Echobox=1570743120
[4] https://trib.al/BbZIDO8
[3] https://www.businesstimes.com.sg/garage/wework-to-have-3-new-locations-in-singapore-by-december-despite-reported-layoffs-ipo-flop
[2] https://techcrunch.com/2019/10/08/wework-layoffs-2/
[2] https://www.wework.com/ideas/puma-case-study?utm_campaign=IDEAS+Sept+%26+Oct&utm_medium=bitly&utm_source=orgtwitter
[2] https://podcasts.apple.com/us/podcast/planet-money/id290783428
[2] https://nordicjs.com/live
[2] https://www.letemps.ch/economie/adam-neumann-lexpatron-wework-nest-plus-milliardaire?utm_source=twitter&utm_medium=share&utm_campaign=article
[2] https://www.artonapostcard.com/annual-secret-auction-2019
[2] https://www.straitstimes.com/business/companies-markets/wework-founder-adam-neumann-dropped-from-forbes-billionaire-list?utm_term=Autofeed&utm_campaign=sttw&utm_medium=Social&utm_source=Twitter#Echobox=1570762634

Top URLs in Tweet in G3:
[9] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55
[8] https://www.cnbc.com/video/2019/10/08/no-one-should-write-off-wework-says-knight-frank.html
[7] https://ft.trib.al/68jemwe
[7] https://ft.trib.al/W4St84N
[7] https://ft.trib.al/G2dUKPs
[4] https://giftarticle.ft.com/giftarticle/actions/redeem/875f9071-1926-463a-8d61-9184e58f83b3
[3] https://www.ft.com/content/40f66628-ebae-11e9-a240-3b065ef5fc55
[3] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55?emailId=5d9ff18d7980c2000497f5ab&segmentId=22011ee7-896a-8c4c-22a0-7603348b7f22
[3] https://www.ft.com/video/e19e2147-c29f-4d03-b4bb-144e01f41686
[3] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55?shareType=nongift

Top URLs in Tweet in G4:
[55] https://www.zerohedge.com/markets/wework-bailout-could-be-imminent-cash-runs-out
[2] https://www.zerohedge.com/markets/softbank-ceo-masayoshi-son-says-embarrassed-and-flustered-track-record-after-wework
[2] https://www.zerohedge.com/markets/wework-competitors-are-dancing-its-grave-after-historic-ipo-collapse
[2] https://twitter.com/voluntarysteve/status/1182639639548649473
[2] https://www.meraglim.com/blog/what-happens-at-wework-doesnt-stay-there/
[1] https://trib.al/iVRAxDX
[1] https://twitter.com/JapanContrarian/status/1182112700173701120
[1] https://twitter.com/JapanContrarian/status/1182107102849880064
[1] https://www.ibtimes.com/wework-layoffs-startup-cuts-500-more-tech-jobs-cost-cutting-efforts-2842951

Top URLs in Tweet in G5:
[6] https://www.businessinsider.com/adam-neumann-real-estate-spending-ahead-of-failed-wework-ipo-2019-10#a-four-unit-spread-on-irving-place-in-manhattan-new-york-4
[6] https://www.forbes.com/sites/samanthasharf/2019/10/10/weworks-neumann-loses--billionaire-status-getting-it-back-would-mean-gutting-the-company/
[5] https://www.forbes.com/sites/samanthasharf/2019/10/10/weworks-neumann-loses--billionaire-status-getting-it-back-would-mean-gutting-the-company/?utm_source=TWITTER&utm_medium=social&utm_content=2726655104&utm_campaign=sprinklrForbesTechTwitter
[3] https://fortune.com/2019/10/10/softbank-wework-ipo-valuation-hedging/
[2] https://www.forbes.com/sites/samanthasharf/2019/10/10/weworks-neumann-loses--billionaire-status-getting-it-back-would-mean-gutting-the-company/?utm_source=TWITTER&utm_medium=social&utm_content=2725790722&utm_campaign=sprinklrForbesMainTwitter#12b41ce13727?
[2] https://www.forbes.com/sites/sergeiklebnikov/2019/10/08/reports-softbank-will-lose-over-5-billion-from-uber-and-wework/?utm_source=TWITTER&utm_medium=social&utm_term=Gordie/
[2] https://www.businessinsider.com/wework-is-looking-to-sell-more-of-its-acquisitions-2019-10
[2] https://www.businessinsider.com/4-ways-wework-can-survive-as-it-hemorrhages-cash-bernstein-2019-10
[2] https://www.businessinsider.com/wework-rushing-to-get-jpmorgan-debt-financing-deal-could-run-out-of-cash-2019-10
[2] https://www.businessinsider.com/wework-uk-losses-surged-10-times-76-million-in-2018-2019-10

Top URLs in Tweet in G6:
[7] https://m.huffpost.com/us/entry/us_5da074dbe4b02c9da049128c?ncid=tweetlnkushpmg00000067
[5] https://www.huffpost.com/entry/wework-school_n_5da074dbe4b02c9da049128c?z5
[4] https://www.thejakartapost.com/news/2019/10/11/wework-founder-adam-neumann-removed-from-forbes-billionaire-list.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1570765522
[1] https://dc.urbanturf.com/articles/blog/fridays-must-reads/16006
[1] https://twitter.com/CorpGovUK/status/1182658580870238210
[1] http://nymag.com/intelligencer/2019/10/marketing-expert-scott-galloway-on-wework-and-adam-neumann.html
[1] https://twitter.com/rklein90/status/1182657700565540867
[1] https://www.barrons.com/articles/wework-lease-problem-51569609442
[1] https://twitter.com/alisongriswold/status/1182656538944688128
[1] https://www.forbes.com/sites/samanthasharf/2019/10/10/weworks-neumann-loses--billionaire-status-getting-it-back-would-mean-gutting-the-company/

Top URLs in Tweet in G7:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=8a15fb00-ec3c-11e9-979f-dbc957f35185&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstYmFpbG91dC1kZWFsLW1heS1lbWVyZ2Utc29vbi1hcy1uZXh0LXdlZWstZnQtc2F5cz9zcm5kPXByZW1pdW0=
[2] https://www.wsj.com/articles/wework-founder-adam-neumanns-trove-of-pricey-properties-11570730254
[2] https://www.vox.com/recode/2019/10/8/20903393/postmates-ipo-market-wall-street-silicon-valley-direct-listing-wework-uber-unicorns
[2] https://www.profgalloway.com/mdma
[2] https://nymag.com/intelligencer/2019/10/marketing-expert-scott-galloway-on-wework-and-adam-neumann.html
[1] https://ft.trib.al/W4St84N
[1] https://twitter.com/rklein90/status/1182657700565540867
[1] http://nymag.com/intelligencer/2019/10/marketing-expert-scott-galloway-on-wework-and-adam-neumann.html
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=879fcae0-ec3c-11e9-8517-c7125b8dd50b&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstdG8tcnVuLW91dC1vZi1jYXNoLWJ5LW5leHQtbW9udGgtd2l0aG91dC1uZXctZmluYW5jaW5n
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=a7c306c0-ec3c-11e9-bd54-8dc30bda8b5f&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstaW52ZXN0b3JzLXdpbmRvdy1pbnRvLXUtay1idXNpbmVzcy1vYnNjdXJlZC1ieS1hY2NvdW50cw==

Top URLs in Tweet in G8:
[8] https://www.theguardian.com/business/2019/oct/11/wework-founder-adam-neumann-loses-multibillionaire-status?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1570789982
[7] https://trib.al/iVRAxDX
[6] https://www.cnbc.com/2019/10/11/wework-private-school-wegrow-closing-in-2020.html?__source=twitter%7Cmain
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=879fcae0-ec3c-11e9-8517-c7125b8dd50b&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstdG8tcnVuLW91dC1vZi1jYXNoLWJ5LW5leHQtbW9udGgtd2l0aG91dC1uZXctZmluYW5jaW5n
[3] https://trib.al/6VvCRJW
[2] https://www.ft.com/content/f29ecc58-eba9-11e9-a240-3b065ef5fc55
[2] https://menafn.com/1099111015/WeWork-founder-Adam-Neumann-removed-from-Forbes-billionaire-list?src=Rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.wsj.com/articles/fear-overtakes-greed-in-ipo-market-after-wework-debacle-11570354200?shareToken=st8a3a2974ee134cb7a686044fbcedcd01&reflink=share_mobilewebshare
[1] https://trib.al/ZMAd9Mh
[1] https://cnb.cx/2mBgCDz

Top URLs in Tweet in G9:
[3] https://uk.finance.yahoo.com/news/wework-uk-tax-profits-revenue-ipo-funding-120711276.html?soc_src=social-sh&soc_trk=tw
[3] http://corpgov.com/cambridge-capitals-gordon-after-wework-debacle-tech-firms-to-take-governance-seriously/
[3] http://ipo-edge.com/2019/10/11/ipo-edges-jannarone-on-cheddar-tv-postmates-victim-of-failure-by-lyft-uber-wework/
[3] https://trib.al/fF6zrPm
[2] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[2] https://www.wsj.com/articles/wework-founder-adam-neumanns-trove-of-pricey-properties-11570730254?emailToken=545b613443c37727f375cf33fd2ae27e+ro0m2RYJtIUW3uRHJ0x4aB7Ec7mZo3aHzELH5hRrpUFnP+2hi1hsha59eARMu9y2zOYPdjZLdFDzGGb3jWN9lCDQSGYRQdDQYTBKMOjBKCadiqfBxC8Av8o/SJX/JPD&reflink=article_copyURL_share
[2] https://www.forbes.com/forbes/2001/0528/054.html
[2] https://www.wsj.com/articles/fear-overtakes-greed-in-ipo-market-after-wework-debacle-11570354200
[2] https://finance.yahoo.com/news/cambridge-capital-gordon-wework-debacle-090636205.html?soc_src=social-sh&soc_trk=tw
[2] https://twitter.com/CorpGovernor/status/1182587887528873984

Top URLs in Tweet in G10:
[2] https://trib.al/oUa55wj
[2] https://tradeforprofit.net/2019/10/wework-could-run-out-of-cash-by-next-month-seeks-immediate-bailout/
[2] https://tradeforprofit.net/2019/10/wework-india-fighting-for-new-funds-after-talks-with-local-lender-collapse/
[2] https://tradeforprofit.net/2019/10/wework-india-seeks-new-backers-after-talks-with-local-bank-collapse/
[2] http://www.meetup.com/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=879fcae0-ec3c-11e9-8517-c7125b8dd50b&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMS93ZXdvcmstdG8tcnVuLW91dC1vZi1jYXNoLWJ5LW5leHQtbW9udGgtd2l0aG91dC1uZXctZmluYW5jaW5n
[1] https://twitter.com/rklein90/status/1182657700565540867
[1] https://www.wsj.com/articles/wework-founder-adam-neumanns-trove-of-pricey-properties-11570730254?shareToken=st672f8ebd0dca4bc5bf66b59d7a9c4fea
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=cd43db40-ec3c-11e9-9335-13361d0c8c5e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0xMC0xMC93ZXdvcmstZXhlY3V0aXZlLXRlbGxzLWxlbmRlcnMtY28td29ya2luZy1pc24tdC1hLWZhZC1vci10cmVuZA==
[1] https://tradeforprofit.net/2019/10/wework-to-open-two-new-locations-in-singapore-amid-cost-cutting-drive/

Top Domains
Top Domains in Tweet in Entire Graph:
[188] twitter.com
[148] trib.al
[139] businessinsider.com
[128] reuters.com
[125] ft.com
[107] zerohedge.com
[84] youtube.com
[74] forbes.com
[67] bloomberg.com
[63] techcrunch.com

Top Domains in Tweet in G1:
[95] businessinsider.com
[79] reuters.com
[57] twitter.com
[46] linkedin.com
[34] instagram.com
[34] ft.com
[33] youtube.com
[28] techcrunch.com
[26] bloomberg.com
[26] theguardian.com

Top Domains in Tweet in G2:
[16] twitter.com
[8] straitstimes.com
[6] wework.com
[5] com.sg
[4] trib.al
[3] eventbrite.com
[3] letemps.ch
[3] sgsme.sg
[2] techcrunch.com
[2] apple.com

Top Domains in Tweet in G3:
[34] ft.com
[26] trib.al
[10] cnbc.com
[3] twitter.com
[2] barrons.com
[2] smartkarma.com
[1] zerohedge.com
[1] reporteindigo.com
[1] officespaceintown.com

Top Domains in Tweet in G4:
[59] zerohedge.com
[4] twitter.com
[2] meraglim.com
[1] trib.al
[1] ibtimes.com

Top Domains in Tweet in G5:
[27] businessinsider.com
[23] forbes.com
[5] twitter.com
[4] com.au
[4] co.uk
[4] trib.al
[3] fortune.com
[3] quora.com
[2] linkedin.com
[2] marketwatch.com

Top Domains in Tweet in G6:
[12] huffpost.com
[4] thejakartapost.com
[4] twitter.com
[1] urbanturf.com
[1] nymag.com
[1] barrons.com
[1] forbes.com
[1] businessinsider.com
[1] axios.com

Top Domains in Tweet in G7:
[7] bloomberg.com
[3] nymag.com
[2] wsj.com
[2] twitter.com
[2] vox.com
[2] profgalloway.com
[1] trib.al
[1] theguardian.com
[1] youtube.com

Top Domains in Tweet in G8:
[14] trib.al
[8] theguardian.com
[7] cnbc.com
[3] bloomberg.com
[3] ft.com
[2] menafn.com
[1] wsj.com
[1] cnb.cx
[1] marketwatch.com
[1] zerohedge.com

Top Domains in Tweet in G9:
[12] trib.al
[11] wsj.com
[10] yahoo.com
[7] twitter.com
[3] bloomberg.com
[3] corpgov.com
[3] ipo-edge.com
[2] forbes.com
[2] huffpost.com
[1] nbcnews.com

Top Domains in Tweet in G10:
[9] tradeforprofit.net
[4] youtube.com
[3] bloomberg.com
[2] trib.al
[2] twitter.com
[2] meetup.com
[1] wsj.com
[1] techcrunch.com
[1] theladders.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[488] wework
[77] coworking
[51] ipo
[42] startups
[38] business
[31] tech
[30] eft
[30] startup
[26] mapoli
[25] news



Top Hashtags in Tweet in G1:
[143] wework
[30] coworking
[23] business
[20] startups
[16] news
[15] softbank
[13] officespace
[12] industry
[11] india
[11] thursday

Top Hashtags in Tweet in G2:
[20] wework
[13] worldmentalhealthday
[9] coworking
[6] edinburgh
[4] business
[4] weworkmember
[4] singapore
[4] tcsw19
[4] hhai
[3] tech

Top Hashtags in Tweet in G3:
[3] wework
[2] flexibleworkspace
[1] vc
[1] enportada
[1] flexibleworking
[1] weworkipo
[1] flexibleoffice

Top Hashtags in Tweet in G4:
[1] layoffs

Top Hashtags in Tweet in G5:
[24] wework
[7] unclejay
[3] professorjay
[3] aka
[3] passport
[3] rt
[3] billionaire
[3] startup
[2] adamneumann
[2] wallstreet

Top Hashtags in Tweet in G6:
[4] jakpost
[1] corpgov
[1] rt

Top Hashtags in Tweet in G7:
[2] nomercynomalice
[1] yogababble
[1] wework
[1] peloton
[1] ipo
[1] ipos2019

Top Hashtags in Tweet in G8:
[7] china
[7] wework
[6] buenviernes
[6] eeuu
[4] fed
[4] kashkari
[3] retail
[3] realestate
[1] officelease
[1] datamining

Top Hashtags in Tweet in G9:
[13] wework
[10] ipo
[6] corporategovernance
[5] corpgov
[5] yahoo
[4] venturecapital
[3] realestate
[3] valuation
[3] unicorn
[3] techipo

Top Hashtags in Tweet in G10:
[3] wework
[3] cre
[3] nyc
[3] coworking
[2] jpmorganchase
[2] businessnews
[1] wtf
[1] neumann
[1] nyu
[1] wallst

Top Words
Top Words in Tweet in Entire Graph:
[2092] Words in Sentiment List#1: Positive
[2298] Words in Sentiment List#2: Negative
[14] Words in Sentiment List#3: Angry/Violent
[92958] Non-categorized Words
[97348] Total Words
[3924] wework
[673] new
[593] s
[478] #wework
[427] cash

Top Words in Tweet in G1:
[1099] wework
[256] new
[156] s
[139] #wework
[138] cash
[122] india
[92] next
[92] out
[86] ipo
[82] singapore

Top Words in Tweet in G2:
[381] wework
[38] global
[37] 500
[35] fortune
[34] mucho
[33] más
[33] descubre
[33] qué
[33] tercio
[33] está

Top Words in Tweet in G3:
[159] wework
[86] new
[62] cash
[53] financing
[49] ft
[39] crunch
[37] now
[36] financialtimes
[32] s
[30] chases

Top Words in Tweet in G4:
[153] wework
[132] zerohedge
[57] reuters
[55] run
[55] out
[55] cash
[55] next
[55] month
[55] seeks
[55] immediate

Top Words in Tweet in G5:
[143] wework
[47] s
[36] businessinsider
[33] neumann
[27] year
[26] more
[26] cash
[25] adam
[24] forbes
[23] billionaire

Top Words in Tweet in G6:
[101] wework
[80] year
[70] school
[58] parents
[56] told
[55] rklein90
[55] private
[52] closing
[47] scoop
[46] new

Top Words in Tweet in G7:
[83] wework
[56] profgalloway
[40] one
[39] owns
[36] oyo
[30] much
[28] investors
[27] reit
[27] softbank
[27] capital

Top Words in Tweet in G8:
[97] wework
[31] s
[27] cash
[27] new
[25] lisaabramowicz1
[25] run
[25] out
[25] next
[25] month
[24] financing

Top Words in Tweet in G9:
[81] wework
[40] s
[24] ipo
[19] wsj
[17] wework's
[14] uber
[14] debacle
[13] founder
[13] neumann
[13] #wework

Top Words in Tweet in G10:
[76] wework
[34] meetup
[25] getting
[23] friends
[23] accounts
[22] work
[22] right
[21] app
[21] notifications
[21] creating

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[232] run,out
[231] out,cash
[231] next,month
[214] wework,s
[205] cash,next
[198] wework,india
[197] adam,neumann
[194] wework,run
[147] new,financing
[137] private,school

Top Word Pairs in Tweet in G1:
[97] wework,india
[71] wework,open
[59] out,cash
[58] run,out
[57] wework,s
[57] next,month
[56] cash,next
[55] talks,local
[54] adam,neumann
[53] new,locations

Top Word Pairs in Tweet in G2:
[35] global,fortune
[35] fortune,500
[33] mucho,más
[33] más,descubre
[33] descubre,qué
[33] qué,tercio
[33] tercio,global
[33] 500,está
[33] está,wework
[22] espacios,flexibles

Top Word Pairs in Tweet in G3:
[39] new,financing
[39] cash,crunch
[30] wework,chases
[30] chases,new
[30] financing,cash
[30] crunch,looms
[26] wework,s
[19] wework,burning
[19] burning,through
[19] through,cash

Top Word Pairs in Tweet in G4:
[103] zerohedge,wework
[55] wework,run
[55] run,out
[55] out,cash
[55] cash,next
[55] next,month
[55] month,seeks
[55] seeks,immediate
[55] immediate,bailout
[34] wework,india

Top Word Pairs in Tweet in G5:
[19] wework,s
[17] last,year
[17] billionaire,status
[15] adam,neumann
[15] neumann,loses
[14] getting,back
[13] run,out
[13] out,cash
[13] next,month
[12] loses,billionaire

Top Word Pairs in Tweet in G6:
[55] private,school
[54] school,year
[52] wework,told
[52] told,parents
[45] scoop,wework
[45] parents,morning
[45] morning,closing
[45] closing,new
[45] new,york
[45] york,city

Top Word Pairs in Tweet in G7:
[28] wework,oyo
[27] profgalloway,wework
[27] oyo,reit
[27] reit,much
[27] much,softbank
[27] softbank,capital
[27] capital,masa
[27] masa,owns
[27] owns,45
[27] 45,percent

Top Word Pairs in Tweet in G8:
[25] wework,run
[25] run,out
[25] out,cash
[25] cash,next
[25] next,month
[24] new,financing
[24] wework,s
[23] month,without
[23] without,new
[23] financing,fitch

Top Word Pairs in Tweet in G9:
[14] wework,s
[12] adam,neumann
[10] cambridge,capital
[10] capital,s
[10] debacle,tech
[10] tech,firms
[10] firms,take
[10] take,governance
[10] governance,seriously
[8] neumann,spent

Top Word Pairs in Tweet in G10:
[21] getting,app
[21] app,notifications
[21] notifications,friends
[21] friends,work
[21] work,wework
[21] wework,creating
[21] creating,signal
[21] signal,accounts
[21] accounts,positive
[21] positive,sign

Top Replied-To
Top Replied-To in Entire Graph:
@wework
@profgalloway
@zerohedge
@bobbymagicguy
@stephenpunwasi
@romanmars
@abt0n
@amartino
@themotleyfool
@mfriedrichark

Top Replied-To in G2:
@wework
@abt0n
@legalwritingpro
@ooobop
@joaquinmencia
@asmilewithanna
@suhsd
@residentialtalk
@fivethirtyeight
@jennamenking

Top Replied-To in G3:
@ft
@spiegelpeter
@john_hempton
@sherman4949
@ebitdaddy90
@wtcm3
@mi_prisco

Top Replied-To in G4:
@zerohedge
@greekfire23
@realwillmeade
@thehill

Top Replied-To in G5:
@stephenpunwasi
@stockmaster2001
@samuelkerr
@zackkanter
@stevesaretsky
@rklein90
@kimberlofgren
@sydlawrence
@schandur
@ohneka_

Top Replied-To in G6:
@romanmars
@eliotwb
@rklein90
@bendwalsh

Top Replied-To in G7:
@profgalloway
@wework
@saq3
@ub_ramblings

Top Replied-To in G8:
@noahpinion

Top Replied-To in G9:
@mohossain
@oscarwgrut
@wsj
@olifranklin
@deltav_

Top Replied-To in G10:
@bobbymagicguy
@themotleyfool
@napkatz
@markets
@itzsuds
@dougmeans
@egratto
@gwestr
@hedgeenergy
@chiznat

Top Mentioned
Top Mentioned in Entire Graph:
@wework
@zerohedge
@rklein90
@bauerbrun
@businessinsider
@business
@profgalloway
@ft
@financialtimes
@karaswisher

Top Mentioned in G1:
@karl_popp
@digital_bizness

Top Mentioned in G2:
@wework
@weworkuk
@suhsd
@buyhatke
@stbusinessdesk
@fivethirtyeight
@ericdmartell
@schaublaw
@nasdaq
@sustainably

Top Mentioned in G3:
@financialtimes
@ft
@wework
@spiegelpeter
@sherman4949
@donutshorts
@dzarchan
@john_hempton
@edgecliffe
@reporte_indigo

Top Mentioned in G4:
@zerohedge
@musksfudetector
@mu_mu_san
@cnbc
@_schmiegle
@stevesaretsky
@wework
@jesse_z06
@sourcers
@invincibleyeme1

Top Mentioned in G5:
@businessinsider
@wework
@forbes
@samsharf
@stevesaretsky
@zackkanter
@weworkadam
@brandtlibertina
@forbestech
@stockmaster2001

Top Mentioned in G6:
@rklein90
@romanmars
@huffpost
@jakpost
@wework
@eliotwb
@aarieff
@spiegelpeter
@anandwrites
@emilyrpeck

Top Mentioned in G7:
@profgalloway
@shiraovide
@as_w
@followtheh
@pcampisi14
@gamoid
@section_four
@nymag
@jacksidders
@technology

Top Mentioned in G8:
@lisaabramowicz1
@cnbc
@guardian
@thekenyeung
@finguruok
@gossipeconomist
@abaradez
@zerohedge
@bopinion
@knightfrank

Top Mentioned in G9:
@wework
@wsj
@7longgame
@fortunemagazine
@ennovance
@oscarwgrut
@benjaminhgordon
@dimartinobooth
@yahoofinanceuk
@mohossain

Top Mentioned in G10:
@hunterwalk
@meetup
@wework
@themotleyfool
@goatmug
@ben_mathes
@lt3000lyall
@benthompson
@eventbrite
@markets

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@the_news_diva
@alerttrade
@yuuji_k1
@rashidaldosari
@marshawright
@vodafonein
@cowboyscifibot
@jurylady5
@dichristine

Top Tweeters in G1:
@occuworld
@the_news_diva
@koltovskoyyakov
@feedjunkie
@marciojmsilva
@bitcoinagile
@techl0g
@yuria2122
@millionsage
@alenkarabegovic

Top Tweeters in G2:
@raumunz
@santchiweb
@telegraph
@virtualfrankie
@businesstimes
@cerebralriot
@thedarkpixel
@cbechervaise
@stockboardasset
@karenltaylor2

Top Tweeters in G3:
@edinburghwatch
@paxnostrum
@indignindigente
@tatsu_i
@joshspero
@vonkarama
@financialtimes
@ft
@katebevan
@madmontesaurus

Top Tweeters in G4:
@phildecarolis
@thehill
@mspan10
@zerohedge
@sandoly
@franceschinian2
@arifjamallodhi
@tichitsinde
@mark4124nh
@edasante77

Top Tweeters in G5:
@jurylady5
@businessinsider
@jhamby
@sexygirl798
@rbatsocialmedia
@iashleyrichards
@caro_salinas
@paulwiggins
@shecyclesnbi
@barrienj

Top Tweeters in G6:
@dichristine
@huffpost
@ydanasmithdutra
@commoncormorant
@kane007
@sschinke
@jakpost
@michelleking66
@divasdelite
@yashar

Top Tweeters in G7:
@carolforden
@nymag
@gizmomathboy
@ghoshworld
@theregister
@dogdisruption
@inafried
@pinboard
@minimarple
@swatigarg20

Top Tweeters in G8:
@marcocostaatfx
@onahunttoday
@guardian
@lelkan
@cnbc
@hizself_
@vanalich
@til1988
@noahpinion
@lindami64500835

Top Tweeters in G9:
@wsj
@aphclarkson
@marc1705
@yahoofinance
@japan_kenpou
@fortunemagazine
@realdjthewriter
@mrsvickiday
@venturebeat
@ritholtz

Top Tweeters in G10:
@pitarampal
@hedgeenergy
@_steve3_
@ggmsmolly
@moirraines
@tweetbrk
@markets
@melaynalokosky
@benthompson
@kaganj


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