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Data Dare real estate L3 sticker: the findi360 mascot analysing Property Portfolio Profitability and Revenue Leakage.

DD-REA-003

Property Portfolio Profitability and Revenue Leakage

Decide which properties in the portfolio actually make money, where vacancy and operating costs erode returns, and how much income leaks before it reaches the ledger.

  • Real Estate
  • L3 · PARQUET
  • ~500,000 rows
  • 12 tables
  • 50 questions

Get the data

v1.0 · 6 files

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  • Question Book PDF DD-REA-003_Question_Book.pdf 1.2 MB · v1.0
  • Dataset Documentation / Data Dictionary XLSX DD-REA-003_Data_Dictionary.xlsx 16.6 KB · v1.0
  • Business Introduction PDF DD-REA-003_Business_Introduction.pdf 1.8 MB · v1.0
  • Relationship Diagram PDF DD-REA-003_Relationship_Model.pdf 48.4 KB · v1.0
  • Raw fact data FactPortfolioTransactions.parquet 36.7 MB · v1.0
  • Dimension / supporting data DD-REA-003_Dimensions.zip 1.3 MB · v1.0

Questions

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  1. Q031 Hard Measure avoidable revenue loss
  2. Q032 Hard Relate leakage to portfolio billing scale
  3. Q033 Hard Identify the highest-leakage property
  4. Q034 Hard Quantify maintenance demand
  5. Q035 Hard Measure actual maintenance expenditure
  6. Q036 Hard Identify recoverable service expenditure
  7. Q037 Hard Measure recoverability of maintenance expenditure
  8. Q038 Hard Quantify maintenance service-level failures
  9. Q039 Hard Measure the relative scale of service failures
  10. Q040 Hard Identify vendor cost concentration
  11. Q041 Hard Measure maintenance response performance
  12. Q042 Hard Measure recoverable transaction-level maintenance expenditure

General discussion

Anything about this dataset that is not one question — loading the files, which tool, how you set it up.

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