wework, Twitter, 9/10/2019 10:13:39 PM, 209351


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wework_2019-09-10_12-39-51.xlsx
wework_2019-09-10_12-39-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2019
Short Description:
wework via NodeXL http://bit.ly/31a2Ire
@wework
@profgalloway
@business
@tomoyajc9
@cornwallcapital
@jason
@wsj
@zerohedge
@naoskihund
@cubiclewarrior_

Top hashtags:
#wework
#ipo
#startups
#coworking
#newspicks
#jobs
#hiring
#softbank
#prediction
#tech

Description:
Description
The graph represents a network of 4,537 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 Tuesday, 10 September 2019 at 19:41 UTC.

The requested start date was Tuesday, 10 September 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 2-day, 4-hour, 38-minute period from Saturday, 07 September 2019 at 11:48 UTC to Monday, 09 September 2019 at 16:27 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 : 4537
Unique Edges : 5524
Edges With Duplicates : 1590
Total Edges : 7114
Number of Edge Types : 3
Mentions : 4670
Replies to : 563
Tweet : 1881
Self-Loops : 1881
Reciprocated Vertex Pair Ratio : 0.0210456357997342
Reciprocated Edge Ratio : 0.0412236927750054
Connected Components : 1408
Single-Vertex Connected Components : 1059
Maximum Vertices in a Connected Component : 2460
Maximum Edges in a Connected Component : 4706
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 4.345738
Graph Density : 0.000223957124625702
Modularity : 0.617625
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[112] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[44] https://www.bloomberg.com/tosv2.html?vid=&uuid=af21a7b0-d12e-11e9-81cb-25a9243b6b73&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstZ29lcy1mcm9tLWhvdC10by1ub3QtYXMtZHJlYW0tdmFsdWUtcGx1bmdlcy00NS1iaWxsaW9u
[37] https://trib.al/7GjBDAs
[27] https://trib.al/MgOg7mV
[25] https://twitter.com/4ki4/status/1159190560961261568
[22] https://venturebeat.com/2019/09/06/wework-is-the-latest-sign-tech-ipo-valuations-are-nonsense/
[21] https://refer.wework.com/i/GetWorkDone
[20] https://trib.al/gwcbSE7
[19] http://www.bloomberg.com/
[19] https://www.businessinsider.com/top-business-stories-this-week-nso-group-wework-2019-9

Top URLs in Tweet in G1:
[35] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[20] https://www.bloomberg.com/tosv2.html?vid=&uuid=af21a7b0-d12e-11e9-81cb-25a9243b6b73&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstZ29lcy1mcm9tLWhvdC10by1ub3QtYXMtZHJlYW0tdmFsdWUtcGx1bmdlcy00NS1iaWxsaW9u
[19] http://www.bloomberg.com/
[13] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html
[10] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html?utm_source=dlvr.it&utm_medium=twitter
[10] https://twitter.com/profgalloway/status/1170817038207635467
[9] https://www.reuters.com/article/us-wework-ipo-exclusive/exclusive-wework-to-press-on-with-ipo-launch-despite-valuation-concerns-sources-idUSKCN1VR2L6
[8] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html?__source=iosappshare%7Ccom.atebits.Tweetie2.ShareExtension
[8] https://www.bloomberg.com/tosv2.html?vid=&uuid=bca3c5c0-d31e-11e9-8cec-8d37dd24018e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wOC93ZXdvcmstbXVsbGluZy12YWx1YXRpb24tY3V0LWJlbG93LTIwLWJpbGxpb24tZG93LWpvbmVz
[8] https://www.linkedin.com/pulse/wework-may-cut-value-even-more-nfl-finally-embracing-top

Top URLs in Tweet in G2:
[5] https://twitter.com/profgalloway/status/1170817038207635467
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=af21a7b0-d12e-11e9-81cb-25a9243b6b73&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstZ29lcy1mcm9tLWhvdC10by1ub3QtYXMtZHJlYW0tdmFsdWUtcGx1bmdlcy00NS1iaWxsaW9u
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=950806e0-d0b5-11e9-887d-c915067481b2&url=L25ld3MvdmlkZW9zLzIwMTktMDktMDUvd2V3b3JrLWlzbi10LXdvcnRoLWFueXdoZXJlLW5lYXItMjAtYmlsbGlvbi1ueXUtcy1nYWxsb3dheS1zYXlzLXZpZGVv
[4] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[4] https://twitter.com/profgalloway/status/1170851742982033409
[3] https://www.profgalloway.com/firewalls-night-terrors
[3] https://twitter.com/spencerjakab/status/1170808276310810624
[2] https://twitter.com/profgalloway/status/1169742819541606407
[2] https://www.wework.com/ideas/office-entrances?utm_campaign=IDEAS+Sept&utm_medium=bitly&utm_source=orgtwitter
[2] https://www.wework.com/l/perth--WA?utm_campaign=Events/Other+LiB&utm_medium=bitly&utm_source=orgtwitter

Top URLs in Tweet in G3:
[37] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[5] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html?__source=iosappshare%7Ccom.atebits.Tweetie2.ShareExtension
[3] https://www.straitstimes.com/business/companies-markets/co-working-giant-wework-plans-to-cut-valuation-again-to-below-us20b-say
[3] http://stratechery.com/2019/the-wework-ipo/
[3] https://davidstockmanscontracorner.com/real-estate-tycoon-sam-zell-slams-wework-every-single-company-in-this-space-has-gone-broke/
[2] https://twitter.com/aspentrading10/status/1170942414489567233
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=af21a7b0-d12e-11e9-81cb-25a9243b6b73&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstZ29lcy1mcm9tLWhvdC10by1ub3QtYXMtZHJlYW0tdmFsdWUtcGx1bmdlcy00NS1iaWxsaW9u
[2] https://hypercharts.co/we
[2] https://twitter.com/spencerjakab/status/1170808276310810624
[2] https://jewishbusinessnews.com/2018/11/28/wework-adam-neumann-baraks-cannabis/

Top URLs in Tweet in G4:
[36] https://trib.al/7GjBDAs
[26] https://trib.al/MgOg7mV
[20] https://trib.al/gwcbSE7
[18] https://trib.al/AIyn0YD
[16] https://trib.al/iCSJD8f
[11] https://trib.al/Tuht8e3
[11] https://www.businessinsider.com/top-business-stories-this-week-nso-group-wework-2019-9
[9] https://trib.al/PKcP37q
[9] https://trib.al/aHIuS1e
[9] https://trib.al/CBb0Gmj

Top URLs in Tweet in G5:
[5] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[1] https://www.cnbc.com/2019/09/09/weworks-valuation-could-fall-below-20-billion-in-ipo.html
[1] https://twitter.com/vcstarterkit/status/1170943223797145600
[1] https://trib.al/towiP99
[1] https://trib.al/eFVgIBY
[1] https://www.sec.gov/Archives/edgar/data/1561550/000119312519240411/d745413ds1a.htm
[1] https://www.axios.com/wework-ceo-returns-59-million-trademark-payment-to-the-company-dc0061ac-e726-4280-b275-844b26951824.html
[1] https://trib.al/gnEcJ4g
[1] https://trib.al/CBb0Gmj
[1] https://www.breaker.audio/this-week-in-startups-audio/e/50622310

Top URLs in Tweet in G6:
[14] https://venturebeat.com/2019/09/06/wework-is-the-latest-sign-tech-ipo-valuations-are-nonsense/
[7] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754
[4] https://trib.al/W1leJam
[2] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754?shareToken=st5732df653d6042dfbea107414e1be268
[2] https://venturebeat.com/?p=2527717
[2] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html
[1] https://twitter.com/eliefinegold/status/1169906596844933120
[1] https://www.linkedin.com/pulse/we-work-goes-public-good-bad-fiduciary-elie-finegold/
[1] https://www.linkedin.com/pulse/wework-ipo-part-ii-here-represent-egc-elie-finegold/
[1] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754?shareToken=stf3290514c78847cb9bc58e6bd00ab7cd

Top URLs in Tweet in G7:
[11] https://www.bloomberg.co.jp/news/articles/2019-09-08/PXJ97R6KLVR401
[10] https://www.wsj.com/articles/wework-parent-weighs-further-valuation-cut-11567976754?shareToken=st13f0830d313449edb3581e5fbbcf3eff
[9] https://trib.al/diVyf2V
[5] https://www.cnbc.com/2019/09/04/sam-zell-on-wework-every-single-company-in-this-space-has-gone-broke.html
[5] https://www.cbinsights.com/research/report/how-wework-makes-money/
[3] https://www.bloomberg.co.jp/news/videos/2019-03-11/PO6FBS6JTSEE01
[3] https://www.nzz.ch/wirtschaft/wework-das-coworking-startup-vor-einer-harten-landung-ld.1506908?mktcid=smsh&mktcval=Twitter
[2] https://www.nzz.ch/wirtschaft/wework-das-coworking-startup-vor-einer-harten-landung-ld.1506908
[1] https://twitter.com/HarvardBiz/status/1164528465128886274
[1] https://www.nikkei.com/article/DGXMZO49486990W9A900C1000000/

Top URLs in Tweet in G8:
[14] http://Startups.com
[3] https://trib.al/L9SDmGM
[2] https://www.sec.gov/Archives/edgar/data/1533523/000119312519220499/d781982ds1.htm
[1] https://www.youtube.com/watch?v=EH3XfAdA1Oo&feature=youtu.be

[1] https://thenextweb.com/podium/2019/07/01/the-bigger-they-are-the-harder-they-fall-wework-and-ubers-fight-against-reality/
[1] https://fortune.com/2019/09/06/term-sheet-friday-septemeber-6/
[1] https://twitter.com/SquawkCNBC/status/1169220222106198017?s=09
[1] https://hbr.org/2019/08/no-wework-isnt-a-tech-company-heres-why-that-matters

Top URLs in Tweet in G9:
[6] https://trib.al/eFVgIBY
[6] https://trib.al/sKmhYnC
[3] https://trib.al/vY6iRCE
[3] https://www.cnbc.com/2019/09/07/uber-wework-and-slack-public-valuations-show-softbank-vision-flaw.html?__source=iosappshare%7Ccom.apple.UIKit.activity.PostToTwitter
[1] https://cnb.cx/2zMWC3S
[1] https://www.cnbc.com/2019/09/08/uber-lyfts-poor-performance-is-a-big-advantage-for-ipo-investors.html
[1] https://twitter.com/HTFIII/status/1170868319005618177
[1] https://www.wsj.com/articles/san-francisco-offers-to-buy-pg-e-wires-in-city-11567960938?mod=hp_lead_pos4
[1] http://www.petsmart.com/home/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=bca3c5c0-d31e-11e9-8cec-8d37dd24018e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wOC93ZXdvcmstbXVsbGluZy12YWx1YXRpb24tY3V0LWJlbG93LTIwLWJpbGxpb24tZG93LWpvbmVz

Top URLs in Tweet in G10:
[9] https://www.bloomberg.com/tosv2.html?vid=&uuid=af21a7b0-d12e-11e9-81cb-25a9243b6b73&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstZ29lcy1mcm9tLWhvdC10by1ub3QtYXMtZHJlYW0tdmFsdWUtcGx1bmdlcy00NS1iaWxsaW9u
[7] https://finance.yahoo.com/news/weworks-balance-sheet-looks-ugly-063019879.html?guccounter=1
[6] https://www.sec.gov/Archives/edgar/data/1533523/000119312519220499/d781982ds1.htm
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=17cf4b70-d0b5-11e9-9869-f1e92b72002f&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNi93ZXdvcmstaXBvLXR1cm5zLWNvbnRlbnRpb3VzLWF0LXNvZnRiYW5rLXMtdmlzaW9uLWZ1bmQ=
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=41432c10-d0b5-11e9-9934-ef450654563d&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNS93ZXdvcmstY2VvLXBvaW50cy10by11YmVyLXMtbG9zc2VzLWFzLWV4YW1wbGUtb2YtZ3Jvd3RoLWlzc3Vlcw==
[2] https://trib.al/rAaIWW8
[2] https://www.barrons.com/articles/weworks-valuation-falls-further-but-it-may-have-no-choice-but-to-push-on-with-ipo-51568036601
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=94795b70-d0b5-11e9-b7e3-cb1c01be1bb8&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNS9zb2Z0YmFuay1oYXMtbW9yZS1yaWRpbmctb24td2V3b3JrLXRoYW4tZXZlbi1pdHMtY28tZm91bmRlcg==
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=f4cb0200-cfeb-11e9-916b-cfa84321188d&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wNS93ZXdvcmstaXMtc2FpZC10by10YXJnZXQtMjAtYmlsbGlvbi10by0zMC1iaWxsaW9uLWlwby12YWx1ZQ==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=bca3c5c0-d31e-11e9-8cec-8d37dd24018e&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0wOC93ZXdvcmstbXVsbGluZy12YWx1YXRpb24tY3V0LWJlbG93LTIwLWJpbGxpb24tZG93LWpvbmVz

Top Domains
Top Domains in Tweet in Entire Graph:
[241] wsj.com
[230] trib.al
[213] twitter.com
[153] bloomberg.com
[110] linkedin.com
[104] businessinsider.com
[97] cnbc.com
[50] newspicks.com
[46] unicornboard.com
[42] wework.com

Top Domains in Tweet in G1:
[85] linkedin.com
[80] bloomberg.com
[76] twitter.com
[72] wsj.com
[59] cnbc.com
[47] newspicks.com
[46] unicornboard.com
[44] businessinsider.com
[20] reuters.com
[20] instagram.com

Top Domains in Tweet in G2:
[29] twitter.com
[13] bloomberg.com
[13] wework.com
[7] wsj.com
[3] profgalloway.com
[2] instagram.com
[2] eventbrite.com
[2] splashthat.com
[2] meetup.com
[2] linkedin.com

Top Domains in Tweet in G3:
[44] wsj.com
[15] twitter.com
[6] cnbc.com
[3] bloomberg.com
[3] straitstimes.com
[3] jewishbusinessnews.com
[3] stratechery.com
[3] davidstockmanscontracorner.com
[2] businessinsider.com
[2] hypercharts.co

Top Domains in Tweet in G4:
[163] trib.al
[30] businessinsider.com
[11] bloomberg.com
[7] forbes.com
[7] linkedin.com
[5] com.au
[4] bit.ly
[4] pitchbook.com
[3] yahoo.com
[3] bloombergquint.com

Top Domains in Tweet in G5:
[5] wsj.com
[4] trib.al
[1] cnbc.com
[1] twitter.com
[1] sec.gov
[1] axios.com
[1] breaker.audio

Top Domains in Tweet in G6:
[29] wsj.com
[17] venturebeat.com
[5] trib.al
[4] twitter.com
[3] bloomberg.com
[2] linkedin.com
[2] cnbc.com
[1] phillyenterprisetech.com
[1] cmail19.com
[1] economist.com

Top Domains in Tweet in G7:
[14] co.jp
[11] wsj.com
[9] trib.al
[7] nzz.ch
[5] cnbc.com
[5] twitter.com
[5] cbinsights.com
[1] nikkei.com
[1] blogos.com
[1] paper.li

Top Domains in Tweet in G8:
[14] startups.com
[3] trib.al
[2] sec.gov
[1] youtube.com
[1] thenextweb.com
[1] fortune.com
[1] twitter.com
[1] hbr.org

Top Domains in Tweet in G9:
[17] trib.al
[5] cnbc.com
[1] cnb.cx
[1] twitter.com
[1] wsj.com
[1] petsmart.com
[1] bloomberg.com

Top Domains in Tweet in G10:
[23] bloomberg.com
[7] yahoo.com
[6] sec.gov
[2] trib.al
[2] barrons.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[533] wework
[155] ipo
[66] startups
[64] coworking
[53] newspicks
[49] jobs
[48] hiring
[31] softbank
[30] prediction
[26] tech



Top Hashtags in Tweet in G1:
[141] wework
[76] ipo
[56] startups
[50] newspicks
[47] jobs
[46] hiring
[16] coworking
[13] business
[12] marketing
[9] tech

Top Hashtags in Tweet in G2:
[121] wework
[23] prediction
[9] hottake
[9] coworking
[8] ipo
[6] nomercynomalice
[5] nyc
[4] walmart
[4] sundaymotivation
[4] mondaymotivation

Top Hashtags in Tweet in G3:
[41] wework
[4] softbank
[4] unclejay
[3] ipo
[3] therock
[3] iterative
[3] macchiato
[3] furniture
[3] neonsigns
[3] shellgame

Top Hashtags in Tweet in G4:
[41] wework
[24] corpgov
[9] ipo
[5] debt
[5] options
[5] stocks
[4] grc
[4] aramco
[4] at
[4] ftc

Top Hashtags in Tweet in G5:
[4] wework
[1] weworkipo
[1] weipo
[1] ipos

Top Hashtags in Tweet in G6:
[11] wsjwhatsnow
[8] wework
[7] rt
[6] ipo
[4] venturecapital
[4] privateequity
[3] softbank
[2] coworking
[1] qe
[1] unicorns

Top Hashtags in Tweet in G7:
[12] wework
[2] technology
[2] coworking
[1] realestate
[1] insights
[1] businessmodel
[1] nicecasestudy
[1] newyork
[1] blogos
[1] cmo

Top Hashtags in Tweet in G8:
[5] wework
[2] ناشئة
[2] رؤية_سوفت_بنك
[1] استثمار
[1] hottake
[1] prediction

Top Hashtags in Tweet in G9:
[3] ipo
[2] wework
[2] ipos
[2] valuation
[1] etf
[1] weworkipo
[1] unicorns
[1] venturecapital
[1] vc
[1] visionfund

Top Hashtags in Tweet in G10:
[1] risk
[1] investment
[1] tech
[1] it

Top Words
Top Words in Tweet in Entire Graph:
[2529] Words in Sentiment List#1: Positive
[2526] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[98119] Non-categorized Words
[103174] Total Words
[3728] wework
[1303] ipo
[811] profgalloway
[788] firm
[761] 12b

Top Words in Tweet in G1:
[854] wework
[276] ipo
[270] valuation
[141] #wework
[133] 20
[131] s
[128] billion
[104] below
[84] cut
[79] more

Top Words in Tweet in G2:
[874] wework
[707] profgalloway
[702] firm
[683] 12b
[447] ipo
[434] worth
[376] employees
[374] raised
[345] reality
[342] face

Top Words in Tweet in G3:
[333] wework
[132] ipo
[99] valuation
[85] money
[74] s
[54] zerohedge
[50] maureenmfarrell
[49] investors
[46] planned
[46] dow

Top Words in Tweet in G4:
[277] wework
[252] business
[138] goes
[138] hot
[88] ipo
[64] billion
[51] 20
[41] #wework
[38] profgalloway
[37] reality

Top Words in Tweet in G5:
[87] 2018
[82] wework
[63] jason
[56] 1b
[55] 2019
[47] scottwapnercnbc
[47] 2
[44] users
[43] cnbc
[43] talking

Top Words in Tweet in G6:
[94] wework
[81] wsj
[58] ipo
[49] valuation
[47] parent
[34] s
[32] uber
[30] venturebeat
[28] billion
[24] softbank

Top Words in Tweet in G7:
[47] wework
[20] 200億ドル未満への評価額引き下げを検討
[15] hirosetakao
[12] #wework
[11] wsjさんから
[11] businessさんから
[10] parent
[10] weighs
[10] further
[10] valuation

Top Words in Tweet in G8:
[72] wework
[36] من
[27] في
[24] على
[20] ipo
[19] jmj
[19] شركة
[19] دولار
[18] cutting
[18] valuation

Top Words in Tweet in G9:
[32] ipo
[23] s
[21] cnbc
[20] reformedbroker
[20] softbank
[19] wework
[19] re
[19] morning
[19] disappointing
[19] relax

Top Words in Tweet in G10:
[51] wework
[20] valuation
[20] ipo
[19] technology
[18] billion
[16] s
[14] jtepper2
[11] softbank
[11] 1
[10] higher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[576] profgalloway,wework
[386] wework,employees
[380] stark,reality
[380] worth,12b
[379] employees,face
[379] face,stark
[379] reality,firm
[379] firm,raised
[379] raised,12b
[379] 12b,firm

Top Word Pairs in Tweet in G1:
[87] 20,billion
[84] below,20
[55] wework,s
[47] valuation,below
[46] #startups,#jobs
[46] #jobs,#hiring
[44] wework,parent
[41] https,t
[41] t,co
[41] valuation,cut

Top Word Pairs in Tweet in G2:
[532] profgalloway,wework
[347] wework,employees
[342] stark,reality
[342] worth,12b
[341] employees,face
[341] face,stark
[341] reality,firm
[341] firm,raised
[341] raised,12b
[341] 12b,firm

Top Word Pairs in Tweet in G3:
[57] wework,s
[46] dow,jones
[43] existing,investors
[43] investors,pushing
[43] pushing,wework
[43] wework,shelve
[43] shelve,planned
[43] planned,ipo
[43] ipo,dow
[42] zerohedge,existing

Top Word Pairs in Tweet in G4:
[143] business,wework
[138] wework,goes
[138] goes,hot
[51] 20,billion
[33] wework,s
[32] hype,run
[32] run,headlong
[32] headlong,reality
[31] questions,swirling
[31] swirling,around

Top Word Pairs in Tweet in G5:
[42] cnbc,scottwapnercnbc
[42] scottwapnercnbc,tomorrow
[42] tomorrow,talking
[42] talking,users
[42] users,subs
[42] subs,internet
[42] internet,3
[42] 3,9b
[42] 9b,2018
[42] 2018,smartphones

Top Word Pairs in Tweet in G6:
[23] ipo,valuation
[22] 20,billion
[21] parent,eyeing
[21] below,20
[20] parent,weighs
[20] weighs,further
[20] further,valuation
[20] valuation,cut
[20] eyeing,ipo
[20] mohossain,wsj

Top Word Pairs in Tweet in G7:
[20] wework,200億ドル未満への評価額引き下げを検討
[11] 200億ドル未満への評価額引き下げを検討,businessさんから
[10] wework,parent
[10] parent,weighs
[10] weighs,further
[10] further,valuation
[10] valuation,cut
[10] cut,wsjさんから
[10] wsjさんから,うわぁぁぁweworkさらにipoバリュエーションの引き下げを検討
[10] kabutociti,wework

Top Word Pairs in Tweet in G8:
[18] wework,cutting
[18] cutting,ipo
[18] ipo,valuation
[18] valuation,half
[18] half,20b
[18] 20b,amazing
[18] amazing,imagine
[18] imagine,walking
[18] walking,office
[18] office,telling

Top Word Pairs in Tweet in G9:
[19] re,morning
[19] morning,s
[19] s,disappointing
[19] disappointing,softbank
[19] softbank,ipo
[19] ipo,relax
[19] relax,remember
[19] remember,always
[19] always,worse
[18] reformedbroker,re

Top Word Pairs in Tweet in G10:
[8] real,estate
[7] 20,billion
[7] wework,ipo
[7] last,week
[7] week,vc
[7] vc,twitter
[7] twitter,wework
[7] wework,looking
[7] looking,substantial
[7] substantial,valuation

Top Replied-To
Top Replied-To in Entire Graph:
@profgalloway
@wework
@jason
@adamsinger
@jhyu
@zerohedge
@wolfejosh
@whodis_internet
@davidschawel
@fredgrenier12

Top Replied-To in G2:
@profgalloway
@wework
@jhyu
@adamsinger
@whodis_internet
@davidschawel
@fredgrenier12
@sruhle
@danielalpert
@reedrehg

Top Replied-To in G3:
@zerohedge
@markbspiegel
@ttmygh
@teslacharts
@hipster_trader
@cubiclewarrior_
@eliotwb
@keubiko
@stockmaster2000
@_jreynolds999

Top Replied-To in G4:
@business
@profgalloway
@t_alan_cook
@wework

Top Replied-To in G5:
@jason
@wolfejosh
@jasonlk
@markets
@jonbmaher
@mindwbw

Top Replied-To in G6:
@7longgame
@wework
@soumitra_sharma
@ericashman
@mohossain
@deltav_

Top Replied-To in G7:
@nekoyamamanager
@popo_hamu_s
@nzzwirtschaft

Top Replied-To in G8:
@musaabhakami
@wework
@nabilalnoor
@rory80hz

Top Replied-To in G9:
@profgalloway
@reformedbroker
@cnbc
@radenjake
@jimcramer
@business

Top Replied-To in G10:
@reggievaitz

Top Mentioned
Top Mentioned in Entire Graph:
@wework
@profgalloway
@business
@wsj
@maureenmfarrell
@scottwapnercnbc
@zerohedge
@jason
@davidschawel
@scottmonty

Top Mentioned in G1:
@1_monikaa
@joseluisintwite
@princevaliant16
@leylaaa31
@alexferfe
@richeddy
@ratetake

Top Mentioned in G2:
@wework
@profgalloway
@davidschawel
@scottmonty
@danielalpert
@jhyu
@adamsinger
@mikebutcher
@sruhle
@whodis_internet

Top Mentioned in G3:
@maureenmfarrell
@zerohedge
@spencerjakab
@wework
@eliotwb
@profgalloway
@thereallsl
@ttmygh
@lizrhoffman
@grainsurgeon

Top Mentioned in G4:
@business
@profgalloway
@businessinsider
@togovern
@wework
@onepeloton
@tsgiles
@forbestech
@sai
@corpsecmag

Top Mentioned in G5:
@scottwapnercnbc
@jason
@micahjay1
@wolfejosh
@jasonlk
@danprimack
@markets
@profgalloway
@wework
@business

Top Mentioned in G6:
@wsj
@venturebeat
@wework
@ennovance
@softbank
@mohossain
@uber
@7longgame
@dimartinobooth
@saudi_aramco

Top Mentioned in G7:
@hirosetakao
@bloombergjapan
@cornwallcapital
@kabutociti
@may_roma
@nzz
@yutakashino
@kutokio123

Top Mentioned in G8:
@jmj
@qusai2
@m7mdalkhamis
@nabilalnoor
@wework
@harvardbiz
@profgalloway
@musaabhakami
@ahmedalfozanfin
@f_aldeghaither

Top Mentioned in G9:
@cnbc
@reformedbroker
@matthewstoller
@wework
@beckyquick
@andrewrsorkin
@business
@melissaleecnbc
@saraeisen
@bobpisani

Top Mentioned in G10:
@technology
@jtepper2
@vcstarterkit
@profgalloway
@gilliantan
@barronsonline
@wework
@ericnewcomer
@turnergs
@michellef_davis

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@rashidaldosari
@marshawright
@jurylady5
@phildecarolis
@tokoroten510
@marcocostavalue
@lopezgovlaw
@hrblock_21
@syuu1228

Top Tweeters in G1:
@marshawright
@tokoroten510
@econewsn1
@marciojmsilva
@politicalhedge
@techl0g
@raybae689
@airiters
@davidpapp
@libreinfo

Top Tweeters in G2:
@radlein
@jodotcom
@frances_coppola
@safiyahnoor1
@yoda
@thestalwart
@kingofpayments
@dihoppy
@_steve3_
@dmanujarch

Top Tweeters in G3:
@phildecarolis
@zerohedge
@teebizy
@gambiste1
@vanalich
@thefiretracker2
@medicalquack
@nfl
@scanmyphotos
@7tariqm

Top Tweeters in G4:
@jurylady5
@saragomezaranci
@trafficbutter
@businessinsider
@business
@pimmaiden
@iashleyrichards
@gonzalobarria
@absolutexe
@togovern

Top Tweeters in G5:
@santchiweb
@carolforden
@ayirpelle
@thekenyeung
@brianlaungaoaeh
@ayemarcimar
@marvinliao
@markets
@paulswansen
@davebudge

Top Tweeters in G6:
@rashidaldosari
@juang44
@wsj
@tunguzreview
@sharks1334
@edasante77
@thesoulcab
@venturebeat
@ubu369
@lyft

Top Tweeters in G7:
@manchan_sub_acc
@may_roma
@yyhhyy
@naoskihund
@hapeco
@kso_kzk
@tsuchie88
@kabutociti
@lucreziaangelic
@toru_clementi

Top Tweeters in G8:
@wikimapper
@mookiewilson7
@rayanabdulaziz
@harvardbiz
@junior_mpg
@theeb_99
@alhuraysi55
@nkoshak
@sfrose74
@m7mdalkhamis

Top Tweeters in G9:
@lelkan
@cnbc
@d_melissa2
@dailytucsonan
@kristydarcy
@jimcramer
@reformedbroker
@sg_calcio
@matthewstoller
@klrtrdr

Top Tweeters in G10:
@dantelex
@gil00006
@mogulazam
@befreeinfl
@reggievaitz
@technology
@barronsonline
@richardtitus
@traderseanh
@cabvisiontaxi