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Disaster events

get_fema_disaster_declarations()
Get major disaster declarations by county
get_current_fire_perimeters()
Acquire current wildfire perimeters
get_wildfire_burn_zones()
Get wildfire burn zones
get_national_risk_index()
Get FEMA National Risk Index scores
get_ihp_registrations()
Get Individuals and Households Program (IHP) registrations
get_nfip_policies()
Access county-level data on NFIP policies
get_nfip_claims()
Access county-level data on NFIP claims
get_nfip_residential_penetration()
Get the share of residential structures covered by NFIP
get_public_assistance()
Get FEMA Public Assistance (PA) funding
get_hazard_mitigation_assistance()
Get Hazard Mitigation Assistance (HMA) Project Details
get_emergency_management_performance()
Get Emergency Management Performance Grant (EMPG) data
get_sba_loans()
Access SBA data on disaster loans
get_disaster_dollar_database()
Get Disaster Dollar Database Data
get_sheldus()
Access temporal county-level SHELDUS hazard damage data
get_preliminary_damage_assessments()
Get Data from Preliminary Damage Assessments Submitted to FEMA for Disaster Declarations

Disaster-relevant domains

get_lodes()
Get LEHD Origin-Destination Employment Statistics (LODES) data
get_business_patterns()
Obtain County Business Patterns (CBP) Estimates per County
get_structures()
Estimate counts of hazard-impacted structures by structure type
get_government_finances()
Get county government revenues and expenditures
get_chas_housing_affordability()
Obtain housing affordability data from HUD's CHAS
get_chas_codebook()
Obtain a codebook for HUD CHAS variables
get_nlcd_land_cover()
Get vectorized Annual NLCD land cover data
get_nlcd_land_cover_colors()
Get NLCD land cover classes and their standard colors

Land use

estimate_zoning_envelope()
Calculate the number of units allowed on a parcel

Utilities

get_system_username()
Get the user's username
get_box_path()
Get the path to the C&C Box folder
get_openfema_cache_path()
Get the path to the local OpenFEMA dataset cache
get_dataset_columns()
Get the raw column names for a specified dataset
get_geography_metadata()
Get geography metadata about states or counties
list_openfema_endpoints()
List available OpenFEMA dataset endpoints
download_openfema_datasets()
Download full OpenFEMA datasets
convert_delimited_to_parquet()
Convert raw data to parquet to conserve memory / speed subsequent operations
convert_table_text_to_dataframe()
Use an LLM to Convert Table Text to a Dataframe
get_spatial_extent_census()
Get the Census geographies that overlap with the input spatial dataset
read_xlsx_from_url()
Download a .xlsx file(s) from a URL(s)
read_ipums_cached()
Read IPUMS data leveraging a local cache
inflation_adjust()
Inflation adjust dollar values using annual PCE Index
cache_it()
Cache an object to a parquet file; optionally read from disk
get_naics_codes()
Get NAICS Codes for County Business Patterns
get_hud_api_key()
Retrieve the stored HUD API key
register_hud_api_key()
Register a HUD API key