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cmbs (credit OR loan OR commercial OR CRE OR Market OR Finance OR Financing)_2019-02-10_20-42-36.xls (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
February 11, 2019
Description:
Description
The graph represents a network of 291 Twitter users whose tweets in the requested range contained "cmbs (credit OR loan OR commercial OR CRE OR Market OR Finance OR Financing)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 February 2019 at 04:42 UTC.

The requested start date was Monday, 11 February 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 12-hour, 30-minute period from Saturday, 01 December 2018 at 01:54 UTC to Sunday, 10 February 2019 at 14:25 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 : 291
Unique Edges : 268
Edges With Duplicates : 514
Total Edges : 782
Number of Edge Types : 3
Tweet : 501
Mentions : 260
Replies to : 21
Self-Loops : 501
Reciprocated Vertex Pair Ratio : 0.0432432432432432
Reciprocated Edge Ratio : 0.0829015544041451
Connected Components : 131
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 95
Maximum Edges in a Connected Component : 417
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.23361
Graph Density : 0.00228700082948217
Modularity : 0.307303
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] http://www.worldpropertyjournal.com/real-estate-news/united-states/new-york-city-real-estate-news/mortgage-bankers-association-2019-commercial-real-estate-finance-outlook-survey-cmbs-data-for-2019-jamie-woodwell-commercial-real-estate-news-11213.php
[9] https://grs-global.com/2019/01/cmbs-delinquencies-continue-decline-in-2018/
[7] https://www.nreionline.com/cmbs/cmbs-issuance-might-decline-5-10-percent-2019
[5] https://www.nationalmortgagenews.com/news/nonbank-cmbs-20-loans-default-rate-is-much-higher-than-banks-fitch
[4] https://www.connect.media/latest-cmbs-conduits-price-at-widest-spreads-of-year/
[4] https://info.trepp.com/trepptalk/5-largest-cmbs-loan-losses-december-2018
[4] https://www.defeasanceservices.com/2018/12/waterstone-defeasance-llc-closes-3-8-million-cmbs-loan-2/
[4] https://www.defeasanceservices.com/2018/12/waterstone-defeasance-llc-closes-11-3-million-cmbs-loan/
[4] https://www.nreionline.com/cmbs/retail-backed-loans-pushed-overall-cmbs-delinquency-rate-higher-october
[4] https://www.cmalert.com/search.pl?ARTICLE=182090

Top URLs in Tweet in G1:
[16] http://www.worldpropertyjournal.com/real-estate-news/united-states/new-york-city-real-estate-news/mortgage-bankers-association-2019-commercial-real-estate-finance-outlook-survey-cmbs-data-for-2019-jamie-woodwell-commercial-real-estate-news-11213.php
[5] https://grs-global.com/2019/01/cmbs-delinquencies-continue-decline-in-2018/
[5] https://www.nationalmortgagenews.com/news/nonbank-cmbs-20-loans-default-rate-is-much-higher-than-banks-fitch
[4] https://www.defeasanceservices.com/2018/12/waterstone-defeasance-llc-closes-11-3-million-cmbs-loan/
[4] https://www.defeasanceservices.com/2018/12/waterstone-defeasance-llc-closes-3-8-million-cmbs-loan-2/
[3] https://www.nreionline.com/cmbs/cmbs-issuance-might-decline-5-10-percent-2019
[3] https://commercialobserver.com/2018/12/cmbs-retail-malls/
[3] https://www.mba.org/mba-newslinks/2019/january/mba-newslink-monday-1-28-19/commercial/multifamily/mba-chart-of-the-week-cmbs-annual-issuance-volume?_zs=L1UMC1&_zl=Iwir4
[2] https://www.mpamag.com/market-update/cmbs-delinquency-rate-hits-postcrisis-low-121185.aspx
[2] https://commercialobserver.com/2019/01/mit-life-sci-brookfield-cmbs/

Top URLs in Tweet in G2:
[3] https://info.trepp.com/trepptalk/5-largest-cmbs-loan-losses-december-2018
[3] https://info.trepp.com/trepptalk/5-largest-cmbs-loan-losses-november-2018
[2] https://apps.trepp.com/logout.cgi?redirect_to=/treppwire.cgi?whichTrepp=w&reason=notloggedin
[2] https://info.trepp.com/trepptalk/5-largest-cmbs-loan-losses-january-2019?utm_campaign=Monthly%20Loss%20%26%20Delinquency%20Blogs&utm_content=84524519&utm_medium=social&utm_source=twitter&hss_channel=tw-268360076
[2] https://www.crenews.com/general_news/general/tenant-exits-prompt-special-servicing-transfer-of-$441mln-cmbs-loan-on-calif-retail-center.html?platform=hootsuite
[2] https://nationalmortgageprofessional.com/news/69959/cmbs-delinquency-falls-post-crisis#disqus_thread
[2] https://nationalmortgageprofessional.com/news/69344/cmbs-delinquency-rate-post-crisis
[1] https://lnkd.in/eYaGjjm
[1] https://commercialobserver.com/2018/12/cmbs-retail-malls/#.XAf5grRfNLA.twitter
[1] https://info.trepp.com/trepp-request-for-demo-treppwire-preview?utm_campaign=us-treppwire&utm_content=84612720&utm_medium=social&utm_source=twitter&hss_channel=tw-268360076

Top URLs in Tweet in G3:
[3] https://asreport.americanbanker.com/news/in-a-1st-alliant-readies-cre-clo-backed-by-lihtc-eligible-property?feed=00000152-a2fb-d118-ab57-b3ff6e310000
[3] https://viewpoint.dbrs.com/
[2] http://www.crenews.com/general_news/general/morningstar-credit-ratings-despite-challenges-cmbs-fundamentals-should-remain-intact-in-2019-01172019.html?platform=hootsuite
[2] https://commercialobserver.com/2019/01/mit-life-sci-brookfield-cmbs/#.XEnriUK3Gyg.twitter
[2] https://asreport.americanbanker.com/news/brookfield-refinancing-london-office-building-in-european-cmbs-market?brief=0000015b-f848-d85c-a97b-fe6d11260000
[2] https://asreport.americanbanker.com/news/bridge-management-readies-its-1st-cre-clo-with-a-prefunding-period?feed=00000152-a2fb-d118-ab57-b3ff6e310000
[2] https://www.crunchedcredit.com/2018/12/articles/cmbs/the-cre-clo-is-back-and-thats-good/#more-2898
[2] https://asreport.americanbanker.com/news/site-taps-cmbs-to-finance-sale-of-stake-in-10-shopping-malls
[2] https://www.moodys.com/research/Moodys-US-CMBS-to-perform-strongly-in-2019-but-limited--PR_393040
[2] https://www.krollbondratings.com/show_report/14732

Top URLs in Tweet in G4:
[4] https://www.cmalert.com/search.pl?ARTICLE=182090
[4] https://www.cmalert.com/search.pl?ARTICLE=181490
[4] https://www.cmalert.com/search.pl?ARTICLE=181900

Top URLs in Tweet in G5:
[3] https://www.nreionline.com/cmbs/retail-backed-loans-pushed-overall-cmbs-delinquency-rate-higher-october
[2] https://www.nreionline.com/cmbs/cmbs-issuance-might-decline-5-10-percent-2019
[2] http://www.thenewsfunnel.com/real-estate-news/5bfd69ad143843422d311dbf?new=1
[1] https://twitter.com/CREradio/status/1082423004879937536
[1] https://www.nationalmortgagenews.com/news/cmbs-loan-delinquency-rates-fall-for-fifth-quarter-in-a-row-mba
[1] https://asreport.americanbanker.com/news/morgan-stanley-ubs-launch-pair-of-cmbs-conduits-totaling-14b
[1] https://www.wsj.com/articles/slowing-mall-rent-growth-poised-for-a-challenging-2019-11546606800

Top URLs in Tweet in G6:
[2] https://news.abs-cbn.com/news/12/14/18/fact-check-no-this-us-diplomat-did-not-credit-duterte-with-balangiga-bells-return
[2] https://twitter.com/BellaLack/status/1075813497416626176
[1] https://twitter.com/estadohir4mico/status/1083876302057365504
[1] https://twitter.com/pama_pil/status/1082916351314780160
[1] https://twitter.com/walkergals/status/1082447746936623105
[1] https://twitter.com/cedearaa/status/1060154900393459713

Top URLs in Tweet in G7:
[1] https://www.money360.com/featured/bridge-loan-hughes-plaza
[1] https://www.globest.com/2018/12/10/deal-volumes-soar-for-non-bank-lending-outfits/

Top URLs in Tweet in G8:
[4] http://www.worldpropertyjournal.com/real-estate-news/united-states/new-york-city-real-estate-news/mortgage-bankers-association-2019-commercial-real-estate-finance-outlook-survey-cmbs-data-for-2019-jamie-woodwell-commercial-real-estate-news-11213.php
[2] http://www.worldpropertyjournal.com/real-estate-news/united-states/new-york-city-real-estate-news/mortgage-bankers-association-2019-commercial-real-estate-finance-outlook-survey-cmbs-data-for-2019-jamie-woodwell-commercial-real-estate-news-11213.php?utm_content=82749621&utm_medium=social&utm_source=twitter&hss_channel=tw-369717451

Top URLs in Tweet in G9:
[6] http://www.worldpropertyjournal.com/real-estate-news/united-states/new-york-city-real-estate-news/mortgage-bankers-association-2019-commercial-real-estate-finance-outlook-survey-cmbs-data-for-2019-jamie-woodwell-commercial-real-estate-news-11213.php
[1] http://www.nationalmortgagenews.com/news/cmbs-loan-delinquency-rates-fall-for-fifth-quarter-in-a-row-mba?utm_medium=social&utm_content=socialflow&utm_campaign=natmortgagenews-tw&utm_source=twitter

Top URLs in Tweet in G10:
[1] https://static1.squarespace.com/static/56086d00e4b0fb7874bc2d42/t/59cfcd044c0dbf757950c736/1506790660585/MBA+Syllabus+Fall+2017.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[125] trepp.com
[68] researchpool.com
[30] commercialobserver.com
[30] worldpropertyjournal.com
[28] crenews.com
[21] krollbondratings.com
[19] americanbanker.com
[18] defeasanceservices.com
[14] twitter.com
[13] nreionline.com

Top Domains in Tweet in G1:
[68] researchpool.com
[18] worldpropertyjournal.com
[18] defeasanceservices.com
[16] commercialobserver.com
[9] mba.org
[8] lnkd.in
[6] nationalmortgagenews.com
[6] twitter.com
[5] nreionline.com
[5] grs-global.com

Top Domains in Tweet in G2:
[119] trepp.com
[5] crenews.com
[5] nationalmortgageprofessional.com
[1] lnkd.in
[1] commercialobserver.com
[1] twitter.com
[1] bisnow.com
[1] crefceurope.org
[1] crunchedcredit.com
[1] postcrescent.com

Top Domains in Tweet in G3:
[22] crenews.com
[21] krollbondratings.com
[15] americanbanker.com
[10] commercialobserver.com
[5] dbrs.com
[3] morningstar.com
[3] mailchi.mp
[2] crunchedcredit.com
[2] moodys.com
[1] nreionline.com

Top Domains in Tweet in G4:
[12] cmalert.com

Top Domains in Tweet in G5:
[5] nreionline.com
[2] thenewsfunnel.com
[1] twitter.com
[1] nationalmortgagenews.com
[1] americanbanker.com
[1] wsj.com

Top Domains in Tweet in G6:
[6] twitter.com
[2] abs-cbn.com

Top Domains in Tweet in G7:
[1] money360.com
[1] globest.com

Top Domains in Tweet in G8:
[6] worldpropertyjournal.com

Top Domains in Tweet in G9:
[6] worldpropertyjournal.com
[1] nationalmortgagenews.com

Top Domains in Tweet in G10:
[1] squarespace.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[357] cmbs
[179] cre
[36] retail
[36] securitization
[26] crefcjan19
[24] realestate
[18] clo
[14] finance
[14] cmbx
[13] kbra



Top Hashtags in Tweet in G1:
[34] cre
[30] cmbs
[10] realestate
[9] defeasance
[4] grsgroup
[3] lending
[3] expertsincmbs
[3] news
[3] commercialrealestate
[3] mortgage

Top Hashtags in Tweet in G2:
[169] cmbs
[36] cre
[28] retail
[14] cmbx
[11] crefcjan19
[10] icymi
[5] multifamily
[5] crei
[4] realestate
[3] office

Top Hashtags in Tweet in G3:
[119] cmbs
[74] cre
[36] securitization
[17] clo
[13] crefcjan19
[13] kbra
[11] securitisation
[9] viewpoint
[8] kbranews
[5] realestate

Top Hashtags in Tweet in G4:
[13] cmbs
[1] cre
[1] clos
[1] structuredfinance
[1] realestate

Top Hashtags in Tweet in G5:
[10] cre
[8] cmbs
[5] retail
[1] multifamily
[1] realestate
[1] distressedassets
[1] opportunityzones
[1] lasvegas
[1] reit
[1] nrei

Top Hashtags in Tweet in G6:
[2] philippines
[1] china

Top Hashtags in Tweet in G8:
[3] cre
[1] creguidance
[1] mortgage
[1] multifamily

Top Hashtags in Tweet in G9:
[2] multifamily
[1] commercial
[1] rastegar
[1] realestate
[1] mortgagelending
[1] cre

Top Words
Top Words in Tweet in Entire Graph:
[302] Words in Sentiment List#1: Positive
[345] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[18429] Non-categorized Words
[19076] Total Words
[740] cmbs
[235] loan
[224] cre
[169] commercial
[138] million

Top Words in Tweet in G1:
[278] cmbs
[117] commercial
[103] moodys
[99] mortgage
[80] investors
[72] 2019
[71] loan
[71] service
[66] 2018
[57] classes

Top Words in Tweet in G2:
[198] cmbs
[112] loan
[99] million
[66] market
[55] treppwire
[43] retail
[43] more
[43] deal
[39] cre
[36] out

Top Words in Tweet in G3:
[151] cmbs
[94] cre
[37] bps
[37] securitization
[33] clo
[31] out
[31] spreads
[27] 1
[25] 2018
[23] market

Top Words in Tweet in G4:
[13] cmbs
[10] cmalert
[9] cadwalader
[6] commercial
[5] proud
[5] ranked
[5] once
[5] again
[5] number
[5] one

Top Words in Tweet in G5:
[18] cmbs
[10] cre
[10] retail
[6] delinquency
[5] backed
[5] loans
[5] pushed
[5] overall
[5] rate
[5] higher

Top Words in Tweet in G6:
[6] market
[5] commercial
[4] 1
[4] fact
[4] fishing
[4] ra
[3] credit
[3] mangingisdasays
[3] wrong
[3] manila

Top Words in Tweet in G7:
[9] mitch
[7] capital
[5] money360
[5] brigade
[4] provided
[4] loan
[4] cmbs
[4] meet
[4] new
[4] senior

Top Words in Tweet in G8:
[6] commercial
[6] lenders
[6] u
[6] s
[6] expect
[6] originations
[6] increase
[6] 2019
[5] wpjworldnews
[3] creguidance

Top Words in Tweet in G9:
[6] increase
[6] 2019
[5] commercial
[5] lenders
[5] expect
[5] originations
[4] u
[4] s
[3] mbamortgage
[2] survey

Top Words in Tweet in G10:
[2] commercial
[2] agency
[2] cmbs
[2] mortgage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[101] cmbs,loan
[79] commercial,mortgage
[71] investors,service
[68] moodys,investors
[61] cmbs,cre
[59] cmbs,market
[52] cmbs,classes
[49] million,cmbs
[43] out,bid
[39] real,estate

Top Word Pairs in Tweet in G1:
[72] commercial,mortgage
[71] investors,service
[68] moodys,investors
[52] cmbs,classes
[41] cmbs,loan
[35] mortgage,trust
[34] service,moodys
[28] mortgage,backed
[28] backed,securities
[27] cmbs,cre

Top Word Pairs in Tweet in G2:
[40] cmbs,loan
[32] cmbs,market
[30] secondary,cmbs
[29] out,bid
[28] million,out
[24] million,cmbs
[23] cmbs,deal
[18] million,loan
[16] five,largest
[16] remittance,data

Top Word Pairs in Tweet in G3:
[28] cre,clo
[24] cmbs,cre
[14] cmbs,market
[14] out,bid
[13] securitization,cre
[13] aaa,spreads
[12] 6,11
[11] cmbs,loan
[10] 2,bps
[10] securitization,securitisation

Top Word Pairs in Tweet in G4:
[5] cadwalader,proud
[5] proud,ranked
[5] ranked,once
[5] once,again
[5] again,number
[5] number,one
[5] one,law
[5] law,firm
[5] firm,advising
[5] advising,both

Top Word Pairs in Tweet in G5:
[5] retail,backed
[5] backed,loans
[5] loans,pushed
[5] pushed,overall
[5] overall,cmbs
[5] cmbs,delinquency
[5] delinquency,rate
[5] rate,higher
[5] higher,october
[3] cmbs,cre

Top Word Pairs in Tweet in G6:
[3] manila,bay
[2] except,3
[2] 3,indians
[2] indians,1
[2] 1,vietnamese
[2] vietnamese,2
[2] 2,koreans
[2] koreans,1
[2] 1,cameroonian
[2] cameroonian,54

Top Word Pairs in Tweet in G7:
[4] meet,new
[4] new,senior
[4] senior,director
[4] director,head
[4] head,real
[4] real,estate
[4] estate,investments
[4] investments,mitch
[4] mitch,rosen
[4] rosen,mitch

Top Word Pairs in Tweet in G8:
[6] commercial,lenders
[6] lenders,u
[6] u,s
[6] s,expect
[6] expect,originations
[6] originations,increase
[6] increase,2019
[5] 2019,wpjworldnews
[3] wpjworldnews,cre
[2] creguidance,commercial

Top Word Pairs in Tweet in G9:
[5] expect,originations
[5] originations,increase
[5] increase,2019
[4] commercial,lenders
[4] lenders,u
[4] u,s
[4] s,expect

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@treppwire
@crenewstweets
@cmalert
@_asreport
@crefc
@krollbondrating
@dbrsratings
@wpjworldnews
@nreionline
@commobserver

Top Mentioned in G2:
@treppwire
@crenewstweets
@loisweiss
@nypost
@libbertini37
@agdicola
@connectcre
@brianbandell
@sfbjnews
@rebusiness

Top Mentioned in G3:
@_asreport
@krollbondrating
@dbrsratings
@crefc
@mstarcrdratings
@commobserver
@dechertllp
@crenewstweets
@lpendergast_
@abisbey

Top Mentioned in G4:
@cmalert
@cadwalader

Top Mentioned in G5:
@nreionline
@creradio
@wsj
@albertmberriz
@thenewsfunnel

Top Mentioned in G6:
@mangingisdasays
@marybeezzz
@abscbnnews
@cedearaa
@ihlaking
@ggreenwald

Top Mentioned in G7:
@yieldstreet
@money360

Top Mentioned in G8:
@wpjworldnews
@creguidance
@aptotude

Top Mentioned in G9:
@mbamortgage

Top Mentioned in G10:
@jwmason1
@brad_setser

Top Tweeters
Top Tweeters in Entire Graph:
@tickerreport
@ntkrnow
@alenkarabegovic
@abscbnnews
@businessinsider
@rockcheetah
@zerohedge
@marybeezzz
@dividendmaster
@wsj

Top Tweeters in G1:
@tickerreport
@ntkrnow
@rockcheetah
@researchpool
@ergoinfo
@_teen_problem
@nueco_ambot
@appraisercommer
@credemographics
@newsfrombw

Top Tweeters in G2:
@businessinsider
@cnbc
@nypost
@aldotcom
@syracusedotcom
@bangordailynews
@tblackwe85
@crainschicago
@bhambizjrnl
@postdispatchbiz

Top Tweeters in G3:
@bondskew
@moodysinvsvc
@maxdrake007
@wastemanagement
@its_for_sale
@commobserver
@philalbinus
@_
@kovid2012
@citi

Top Tweeters in G4:
@mcchaz_
@findknowdo
@cadwalader
@nrcharriez
@dcowles
@jo_tass
@dquirolo
@cmalert
@sgoldste

Top Tweeters in G5:
@wsj
@thebrokerlist
@albertmberriz
@thenewsfunnel
@creradio
@nreionline
@calicomarketing
@douglasdowelljd
@mortarandmarket

Top Tweeters in G6:
@abscbnnews
@marybeezzz
@ggreenwald
@ihlaking
@mrc_cmbs
@cedearaa
@mangingisdasays

Top Tweeters in G7:
@ronsuber
@globestcom
@money360
@milindmehere
@yieldstreet
@weiszm

Top Tweeters in G8:
@wpjworldnews
@aptotude
@tcfunnel
@creguidance
@bobo12656637
@kelligr63117540

Top Tweeters in G9:
@natmortgagenews
@mbamortgage
@inlandgroup
@lfpropertymgmt
@rastegarllc

Top Tweeters in G10:
@brad_setser
@jwmason1
@samh510
@arpitrage
@kutbil_ik