cmbs
cmbs87zxc052th4x5qwjg4tn9_cmd3kpebk0n018hzczl04wo5ycmbsc7g8005fih4x50ui3f8c0_cmbscb1kg05g1h4x5mdur3zshcmbic8cgr09e2kfxsc7zro4ok_cmbs67cx804xuh4x5zvi4wgyfcmbs5ivz904wrh4x5yehfx9bf_cmbs5oqkc04x1h4x57y64mijkcmbs8dubp053dh4x559mu2nvn_cmbs8j2ro053mh4x5c7k5zfr9cmbeqm06p03ybj8kff6abpwk5_cmbs8xzt60544h4x59nemanqfcmbnpngko02chekg0i4y20mii_cmbsavl7x05aph4x5yhtbhan9cmbsityi505vzh4x57mepmrvi_cmbsj8mmc05x7h4x5t2j5e5s5
Datasets
All datasets matching “cmbs”cre-cmbs-loans
Commercial Real Estate Loans (CMBS, SEC ABS-EE)
2,313 commercial properties securitised across 22 CMBS trusts, assembled from
the SEC's Regulation AB Exhibit 102 asset-level filings.
Each row is one property backing a commercial mortgage: name, address, type,
size, occupancy, largest tenant, the loan against it, the appraisal, and the
property's revenue, expenses and net operating income. LTV and debt yield are
derived from those.
Provenance
Source filings are SEC… See the full description on the dataset page: https://huggingface.co/datasets/catyung/cre-cmbs-loans.cmbs-special-servicing-transfer
CMBS Special-Servicing Transfer Early-Warning
Leakage-safe CMBS special-servicing-transfer prediction dataset for the job: identify CMBS assets at elevated risk of transferring to special servicing within the next 12 months, using only point-in-time information available from SEC-filed CMBS loan reports.
This release is a flat supervised learning table for tabular classification, AutoML, TabPFN, XGBoost, and credit-risk benchmarking.
import pandas as pd
train =… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-transfer.cmbs_syntheticcmbs-special-servicing-sequences
CMBS Special-Servicing Transfer Early-Warning Sequences
Leakage-safe CMBS special-servicing-transfer prediction dataset for the job: identify CMBS assets at elevated risk of transferring to special servicing within the next 12 months, using ordered point-in-time observations from SEC-filed CMBS loan reports.
This release is a sequence-friendly view of the same benchmark population as the flat table. Each row is one ordered step in an asset's history, with compact model inputs… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-sequences.cmbs-special-servicing-timeline
CMBS Special-Servicing Transfer Timelines
Leakage-safe CMBS special-servicing-transfer timeline dataset for the job: inspect, prompt, and model CMBS asset histories that may transfer to special servicing within the next 12 months, using only point-in-time information available from SEC-filed CMBS loan reports.
This release is a timeline-oriented companion to the flat supervised learning table. Each row is one asset-period observation with a compact natural-language timeline_text… See the full description on the dataset page: https://huggingface.co/datasets/commandreveal/cmbs-special-servicing-timeline.cmbs_synthetic_test2