Home mortgage lending patterns, denial rates, and fair lending data
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Get aggregate mortgage lending statistics for a geographic area. Returns summary statistics including total applications, originations, denials, and loan amounts. Useful for understanding overall lending activity in a state or county. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX'). county_fips: Five-digit county FIPS code (e.g. '06037' for LA County). year: Data year (e.g. 2022). Defaults to 2022 if not specified.
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Get aggregate mortgage lending statistics for a geographic area. Returns summary statistics including total applications, originations, denials, and loan amounts. Useful for understanding overall lending activity in a state or county. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX'). county_fips: Five-digit county FIPS code (e.g. '06037' for LA County). year: Data year (e.g. 2022). Defaults to 2022 if not specified.
| Argument | Type | Description |
|---|---|---|
| year | integer | |
| state | string | |
| county_fips | string |
{
"type": "object",
"title": "get_aggregate_statsArguments",
"properties": {
"year": {
"type": "integer",
"title": "Year",
"default": null
},
"state": {
"type": "string",
"title": "State",
"default": null
},
"county_fips": {
"type": "string",
"title": "County Fips",
"default": null
}
}
}Get mortgage denial reasons breakdown for a geographic area. Returns the distribution of denial reasons for mortgage applications that were denied. Useful for identifying barriers to homeownership in specific communities. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX'). county_fips: Five-digit county FIPS code (e.g. '06037' for LA County). year: Data year (e.g. 2022). Defaults to 2022 if not specified.
| Argument | Type | Description |
|---|---|---|
| year | integer | |
| state | string | |
| county_fips | string |
{
"type": "object",
"title": "get_denial_reasonsArguments",
"properties": {
"year": {
"type": "integer",
"title": "Year",
"default": null
},
"state": {
"type": "string",
"title": "State",
"default": null
},
"county_fips": {
"type": "string",
"title": "County Fips",
"default": null
}
}
}Get mortgage lending patterns disaggregated by race and ethnicity. Returns mortgage origination and denial data broken down by the race/ethnicity of the applicant. Useful for fair lending analysis and identifying disparities in mortgage access. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX'). county_fips: Five-digit county FIPS code (e.g. '06037' for LA County). year: Data year (e.g. 2022). Defaults to 2022 if not specified.
| Argument | Type | Description |
|---|---|---|
| year | integer | |
| state | string | |
| county_fips | string |
{
"type": "object",
"title": "get_lending_by_raceArguments",
"properties": {
"year": {
"type": "integer",
"title": "Year",
"default": null
},
"state": {
"type": "string",
"title": "State",
"default": null
},
"county_fips": {
"type": "string",
"title": "County Fips",
"default": null
}
}
}Get Home Mortgage Disclosure Act (HMDA) loan-level data. Returns mortgage application and origination records reported by financial institutions under HMDA. At least one geographic filter (state or county_fips) is recommended to limit results. Args: state: Two-letter US state abbreviation (e.g. 'CA', 'TX'). county_fips: Five-digit county FIPS code (e.g. '06037' for LA County). year: Data year (e.g. 2022). Defaults to 2022 if not specified. action_taken: Loan action code: '1' (originated), '2' (approved not accepted), '3' (denied), '4' (withdrawn), '5' (incomplete). loan_type: Loan type code: '1' (conventional), '2' (FHA-insured), '3' (VA-guaranteed), '4' (USDA/RHS). limit: Maximum number of records to return (default 100, max 1000).
| Argument | Type | Description |
|---|---|---|
| year | integer | |
| limit | integer | |
| state | string | |
| loan_type | string | |
| county_fips | string | |
| action_taken | string |
{
"type": "object",
"title": "get_mortgage_dataArguments",
"properties": {
"year": {
"type": "integer",
"title": "Year",
"default": null
},
"limit": {
"type": "integer",
"title": "Limit",
"default": 100
},
"state": {
"type": "string",
"title": "State",
"default": null
},
"loan_type": {
"type": "string",
"title": "Loan Type",
"default": null
},
"county_fips": {
"type": "string",
"title": "County Fips",
"default": null
},
"action_taken": {
"type": "string",
"title": "Action Taken",
"default": null
}
}
}