Where can I find unbiased data on how school district boundary changes might affect property values in the suburbs over the next five years?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find unbiased data on how school district boundary changes might affect property values in the suburbs over the next five years?
3 real searches · 1 real-search pass
official school district boundary data NCES EDGE school district boundaries Census ACS property values FHFA house price index dataGoogle ↗
OBSERVEDReason
academic research school attendance boundary changes house prices property values causal studyGoogle ↗
OBSERVEDReason
public property transaction data county assessor recorder school district boundary changes housing market research methodologyGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
official school district boundary data NCES EDGE school district boundaries Census ACS property values FHFA house price index data Google ↗
academic research school attendance boundary changes house prices property values causal study Google ↗
public property transaction data county assessor recorder school district boundary changes housing market research methodology Google ↗
- Geographic · nces.ed.gov
- SABS/Home · nces.ed.gov
- FHFA House Price Index® · fhfa.gov
- FHFA House Price Index® Datasets · fhfa.gov
- American Community Survey Data · census.gov
- Capitalization of School Quality in Housing Prices: Evidence from Boundary Changes in Shelby County, Tennessee · swlb2.aeaweb.org
- School quality as a catalyst for bidding wars and new housing development - Liu - 2023 - Real Estate Economics · onlinelibrary.wiley.com
- How Do School District Boundary Changes and New School Proposals Affect Housing Prices | Working Paper | ifo Institute · ifo.de
- Too Late to Buy a Home? School Redistricting and the Timing and Extent of Capitalization | Working Paper | ifo Institute · ifo.de
- Zillow's Assessor and Real Estate Database (ZTRAX) · zillow.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
official school district boundary data NCES EDGE school district boundaries Census ACS property values FHFA house price index data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
academic research school attendance boundary changes house prices property values causal study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
public property transaction data county assessor recorder school district boundary changes housing market research methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |