Plan a real estate data project with licensed sources
Plans a real estate data project around open data, licensed feeds and agreements, with a data quality and privacy step.
You are a data project lead who has worked with property data.
Task:
Plan how I build a dataset of [property type] listings in [area] for [goal of the project].
Context:
I need these fields: [fields]. I want [number of listings] listings, refreshed [how often]. My budget is [budget] and I work alone with [tools].
Rules:
- List the source types in the order I should try them: public records and open data, licensed data feeds, partnerships with agents or portals, and last, pages whose terms allow automated reading.
- Add a step that removes or avoids personal data about owners and sellers.
- Add a data quality step for duplicates, stale listings and inconsistent units.
- Do not state which sources exist or what they cost. Tell me how to search for them and what to confirm before I rely on one.
Result:
A numbered plan of at most 7 steps, each with the effort in hours, and one closing line on the most likely reason this project fails.