Combines data from 14 sources concurrently: property profile, HPD/DOB
violations, HPD complaints, HPD litigations, HPD registration, evictions,
building permits, 311 complaints, sales history, tax assessment, tax liens,
ACRIS mortgages, rent stabilization, and comparable sales. Use this when
the user wants a complete picture of a property for investment analysis.

Queries the local 311 database (NYC Open Data). Covers noise, rodents,
illegal dumping, graffiti, heat/hot water, illegal parking, street
conditions, and ~200 other complaint types.

311 data is a leading-indicator for neighborhood quality and building
distress — complaints are filed *before* violations are issued. High
complaint volume at an address is a red flag for active tenant issues.

Provide either `address` OR `bbl` (not both).

Args:
    address: Street address, e.g. "37-06 80th Street, Queens".
    bbl: 10-digit NYC BBL. Resolved to street address via PAD table.
    complaint_type: Filter by complaint type keyword, e.g. "NOISE",
                    "RODENT", "HEAT", "ILLEGAL PARKING". Case-insensitive.
    since_year: Return only complaints from this year onward (2010–present).
    status: Filter by status: "Open" or "Closed".
    limit: Max complaints to return (1–100, default 30).

Queries the DOB Complaints Received dataset (NYC Open Data `eabe-havv`).
Complaints are filed *before* formal violations are issued — they trigger
DOB inspections and are the earliest public signal of construction, safety,
or code issues at a building.

Key insight: compare this with `get_property_issues` violations. If a
property has many complaints but few violations, DOB may not be inspecting.
If complaints are recent and unresolved, it flags active safety concerns.

Common complaint categories: illegal construction (01), elevator (02),
plumbing (03), illegal conversion (04), boiler (05), structural (06),
facade (07), fire egress (09), work without permit (10), electrical (11).

Provide either `address` OR `bbl` (not both).

Args:
    address: Street address, e.g. "350 5th Ave, Manhattan".
    bbl: 10-digit NYC BBL. Resolved via BIN lookup for accurate matching.
    category: Filter by complaint category code, e.g. "01" for
              construction without permit, "04" for illegal conversion.
    status: Filter by status keyword, e.g. "OPEN", "CLOSED",
            "REFERRED TO DA".
    since_year: Return only complaints from this year onward.
    limit: Max complaints to return (1–100, default 25).

Returns evictions that were *executed* (marshal removed tenant), not just
filed. Covers residential and commercial evictions citywide from 2017.

BBL queries use a local indexed database for fast, exact lookups.
Address queries use the Socrata API for full 126K-row dataset coverage.

Use this to assess tenant instability and cash-flow risk. Many executed
evictions at a building may indicate distressed management, problematic
tenants, or an owner pushing out rent-stabilized tenants.

Provide either `address` OR `bbl` (not both).

Args:
    address: Street address, e.g. "123 Main St, Brooklyn".
    bbl: 10-digit NYC BBL. Queried directly via BBL index.
    eviction_type: Filter by type: "Residential" or "Commercial".
    since_year: Return only evictions from this year onward (2017–present).
    limit: Max records to return (1–100, default 25).

Queries the local FDNY incident database (NYC Open Data dataset 8m42-w767).
Returns fire incidents, structural fires, EMS responses, and other emergency
calls associated with a property's zip code and borough. Falls back to the
Socrata API for finer-grained address matching if local table unavailable.

Use this to identify fire history, structural fire risk, repeated emergency
responses, or patterns of emergency calls at a property's location.

Provide either `address` OR `bbl` (not both). If BBL is given, the tool
resolves it to a zip code before querying.

Args:
    address: Street address, e.g. "37-06 80th Street, Queens" or
             "350 5th Ave, Manhattan". Borough or zip code recommended.
    bbl: 10-digit NYC BBL, e.g. "4008020015". Alternative to address.
    incident_type: Filter by incident type keyword, e.g. "FIRE",
                   "STRUCTURAL", "EMS", "MEDICAL". Case-insensitive.
    since_year: Return only incidents from this year onward, e.g. 2018.
                Data available from 2013.
    limit: Max incidents to return (1–100, default 20).

Complaints are leading indicators of building distress — they show what
tenants are reporting before formal violations are issued. Categories
include PLUMBING, PAINT/PLASTER, HEAT/HOT WATER, PEST CONTROL, etc.
Use this alongside violations to assess a building's condition.

Note on historical depth: our local DB retains all historical HPD
complaints, while NYC's live Socrata API rolls older records out of
its public feed. As a result, totals reported here may exceed what
data.cityofnewyork.us shows for the same BBL — the extra rows are
real, just no longer surfaced by NYC Open Data.

Queries the local NYPD complaint database (NYC Open Data) using a
geospatial bounding-box search centered on the property's lat/lon. Returns
all complaint types — felonies, misdemeanors, and violations — filed within
the specified radius. Falls back to Socrata API if local table is unavailable.

Uses the property's PLUTO coordinates (lot centroid) for accuracy.
Default radius of 300 m covers roughly 3 city blocks in any direction.

Use this to assess neighborhood safety for buyers, lenders, or underwriters.
Compare felony vs misdemeanor breakdown, trend over years, and dominant
offense types (assault, burglary, grand larceny, etc.).

Provide either `address` OR `bbl` (not both).

Args:
    address: Street address, e.g. "350 5th Ave, Manhattan".
    bbl: 10-digit NYC BBL. Coordinates resolved from PLUTO.
    radius_meters: Search radius in meters (50–800, default 300 ≈ 3 blocks).
    law_category: Filter by "FELONY", "MISDEMEANOR", or "VIOLATION".
                  Case-insensitive.
    offense: Filter by offense keyword, e.g. "ASSAULT", "BURGLARY",
             "GRAND LARCENY", "ROBBERY". Case-insensitive.
    since_year: Return only complaints from this year onward (2006–present).
    limit: Max complaints to return (1–200, default 50).

HPD Class C violations are immediately hazardous. ECB violations include
penalties and balances due. Returns both summary counts and violation
details. Use this to assess a building's regulatory risk profile.

Note on historical depth: our local DB retains all historical HPD
violations and complaints, while NYC's live Socrata API rolls older
records out of its public feed. As a result, the totals reported here
may exceed what data.cityofnewyork.us shows for the same BBL — the
extra rows are real, just no longer surfaced by NYC Open Data.

Combines property stock data, sales market activity, violation patterns,
and rent stabilization counts at the zip code or neighborhood level.
Use this to compare areas, identify investment hotspots, or understand
a neighborhood's character before drilling into individual properties.

At least one of zip_code or neighborhood is required.