US Postal Service ZIP Code boundaries. This layer was created by Los Angeles County eGIS to align with parcel boundaries.ZIP is an acronym for Zone Improvement Plan.Legal vs. Postal Cities: Many users confuse the name the Post Office delivers mail to (e.g. Van Nuys, Hollywood) as a legal city (in this case Los Angeles), when they are a postal city. The County contains 88 legal cities, and over 400 postal names that are tied to the ZIP Codes. To support usability and geocoding, we have attached the first 3 postal cities to each address, based upon its ZIP Code.The US Postal Service is the authoritative source for ZIP Code data. See their website for more information.

COVID cases and deaths for LA County and California State. Updated daily. Data source: Johns Hopkins University (https://coronavirus.jhu.edu/us-map), Johns Hopkins GitHub (https://github.com/CSSEGISandData/COVID-19/blob/master/csse_covid_19_data/csse_covid_19_time_series/time_series_covid19_confirmed_US.csv). Code available: https://github.com/CityOfLosAngeles/covid19-indicators.

Context

Restaurants and markets in Los Angeles county are regularly inspected for health code violations. The county makes these data publicly available and accessible, enabling a transparent look into this public health information. Content

The data covers health code inspections (inspections.csv) and health code violations (violation.csv). More details about the two files is provided in the sections below.

Violations

This dataset contains Environmental Health Violations for Restaurants and Markets in Los Angeles County. Los Angeles County Environmental Health is responsible for checking food violations for all unincorporated areas and 85 of the 88 cities in the County. This dataset does not include Pasadena, Long Beach or Vernon (each has its own city health department). Each row represents one health code violation.

All rows with the same Activity Date, Record ID, and Serial Number are part of the same violation.

The Serial Number is the primary key to review the inspection grade (Inspection Result dataset).

Inspections

This dataset contains Environmental Health Inspection Results for Restaurants and Markets in Los Angeles County. Los Angeles County Environmental Health is responsible for inspections and enforcement activities for all unincorporated areas and 85 of the 88 cities in the County. This dataset does not include Pasadena, Long Beach or Vernon (each has its own city health department). Each row represents one inspection result.

The Activity Date, Record ID, and Serial Number are the primary keys to review the violations (Violations Dataset) Inspiration

What are the most common health code violations?
What is the trend of health code violations over time?
Is there a geographic pattern to health code violations?

Zip code boundaries from Los Angeles County.

Blocks are typically bounded by streets, roads or creeks. In cities, a census block may correspond to a city block, but in rural areas where there are fewer roads, blocks may be limited by other features. The Census Bureau established blocks covering the entire nation for the first time in 1990.There are less number of Census Blocks within Los Angeles County in 2020 Census TIGER/Line Shapefiles, compared in 2010.Updated:1. June 2023: This update includes 2022 November Santa Clarita City annexation and the addition of "Kinneloa Mesa" community (was a part of unincorporated East Pasadena). Added new data fields FIP_CURRENT to CITYCOMM_CURRENT to reflect new/updated city and communities. Updated city/community names and FIP codes of census blocks that are in 2022 November Santa Clarita City annexation and new Kinneloa Mesa community (look for FIP_Current, City_Current, Comm_Current field values)2. February 2023: Updated few Census Block CSA values based on Demographic Consultant inquiry/suggestions3. April 2022: Updated Census Block data attribute values based on Supervisorial District 2021, Service Planning Area 2022, Health District 2022 and ZIP Code Tabulation Area 2020Created: March 2021How This Data is Created? This census geographic file was downloaded from Census Bureau website: https://www2.census.gov/geo/tiger/TIGER2020PL/STATE/06_CALIFORNIA/06037/ on February 2021 and customized for LA County. New data fields are added in the census blocks 2020 data and populated with city/community names, LA County FIPS, 2021 Supervisorial Districts, 2020 Census Zip Code Tabulation Area (ZCTA) and some administrative boundary information such as 2022 Health Districts and 2022 Service Planning Areas (SPS) are also added. "Housing20" field value and "Pop20" field value is populated with PL 94-171 Redistricting Data Summary File: Decennial Census P.L. 94-171 Redistricting Data Summary Files. Similarly, "Feat_Type" field is added and populated with water, ocean and land values. Five new data fields (FIP_CURRENT to CITYCOMM_CURRENT) are added in June 2023 updates to accommodate 2022 Santa Clarita city annexation. City/community names and FIP codes of census blocks affected by 2022 November Santa Clarita City annexation are assigned based on the location of block centroids. In June 2023 update, total of 36 blocks assigned to the City of Santa Clarita that were in Unincorporated Valencia and Castaic. Note: This data includes 3 NM ocean (FEAT_TYPE field). However, user can use a definition query to remove those. Data Fields: 1. STATE (STATEFP20): State FIP, "06" for California, 2. COUNTY (COUNTYFP20): County FIP "037" for Los Angeles County, 3. CT20: (TRACTCE20): 6-digit census tract number, 4. BG20: 7-digit block group number, 5. CB20 (BLOCKCE20): 4-digit census block number, 6. CTCB20: Combination of CT20 and CB20, 7. FEAT_TYPE: Land use types such as water bodies, ocean (3 NM ocean) or land, 8. FIP20: Los Angeles County FIP code, 9. BGFIP20: Combination of BG20 and FIP20, 10. CITY: Incorporated city name, 11. COMM: Unincorporated area community name and LA City neighborhood, also known as "CSA", 12. CITYCOMM: City/Community name label, 13. ZCTA20: Parcel specific zip codes, 14. HD12: 2012 Health District number, 15. HD_NAME: Health District name, 16. SPA22: 2022 Service Planning Area number, 17. SPA_NAME: Service Planning Area name, 18. SUP21: 2021 Supervisorial District number, 19. SUP_LABEL: Supervisorial District label, 20. POP20: 2020 Population (PL 94-171 Redistricting Data Summary File - Total Population), 21. HOUSING20: 2020 housing (PL 94-171 Redistricting Data Summary File - Total Housing),22. FIP_CURRENT: Los Angeles County 2023 FIP code, as of June 2023,23. BG20FIP_CURRENT: Combination of BG20 and 2023 FIP, as of June 2023,24. CITY_CURRENT: 2023 Incorporated city name, as of June 2023,25. COMM_CURRENT: 2023 Unincorporated area community name and LA City neighborhood, also known as "CSA", as of June 2023,26. CITYCOMM_CURRENT: 2023 City/Community name label, as of June 2023.

The COVID-19 Vulnerability and Recovery Index uses Tract and ZIP Code-level data* to identify California communities most in need of immediate and long-term pandemic and economic relief. Specifically, the Index is comprised of three components — Risk, Severity, and Recovery Need with the last scoring the ability to recover from the health, economic, and social costs of the pandemic. Communities with higher Index scores face a higher risk of COVID-19 infection and death and a longer uphill economic recovery. Conversely, those with lower scores are less vulnerable.

The Index includes one overarching Index score as well as a score for each of the individual components. Each component includes a set of indicators we found to be associated with COVID-19 risk, severity, or recovery in our review of existing indices and independent analysis. The Risk component includes indicators related to the risk of COVID-19 infection. The Severity component includes indicators designed to measure the risk of severe illness or death from COVID-19. The Recovery Need component includes indicators that measure community needs related to economic and social recovery. The overarching Index score is designed to show level of need from Highest to Lowest with ZIP Codes in the Highest or High need categories, or top 20th or 40th percentiles of the Index, having the greatest need for support.

The Index was originally developed as a statewide tool but has been adapted to LA County for the purposes of the Board motion. To distinguish between the LA County Index and the original Statewide Index, we refer to the revised Index for LA County as the LA County ARPA Index.

*Zip Code data has been crosswalked to Census Tract using HUD methodology

Indicators within each component of the LA County ARPA Index are:Risk: Individuals without U.S. citizenship; Population Below 200% of the Federal Poverty Level (FPL); Overcrowded Housing Units; Essential Workers Severity: Asthma Hospitalizations (per 10,000); Population Below 200% FPL; Seniors 75 and over in Poverty; Uninsured Population; Heart Disease Hospitalizations (per 10,000); Diabetes Hospitalizations (per 10,000)Recovery Need: Single-Parent Households; Gun Injuries (per 10,000); Population Below 200% FPL; Essential Workers; Unemployment; Uninsured PopulationData are sourced from US Census American Communities Survey (ACS) and the OSHPD Patient Discharge Database. For ACS indicators, the tables and variables used are as follows:

Indicator

ACS Table/Years

Numerator

Denominator

Non-US Citizen

B05001, 2019-2023

b05001_006e

b05001_001e

Below 200% FPL

S1701, 2019-2023

s1701_c01_042e

s1701_c01_001e

Overcrowded Housing Units

B25014, 2019-2023

b25014_006e + b25014_007e + b25014_012e + b25014_013e

b25014_001e

Essential Workers

S2401, 2019-2023

s2401_c01_005e + s2401_c01_011e + s2401_c01_013e + s2401_c01_015e + s2401_c01_019e + s2401_c01_020e + s2401_c01_023e + s2401_c01_024e + s2401_c01_029e + s2401_c01_033e

s2401_c01_001

Seniors 75+ in Poverty

B17020, 2019-2023

b17020_008e + b17020_009e

b17020_008e + b17020_009e + b17020_016e + b17020_017e

Uninsured

S2701, 2019-2023

s2701_c05_001e

NA, rate published in source table

Single-Parent Households

S1101, 2019-2023

s1101_c03_005e + s1101_c04_005e

s1101_c01_001e

Unemployment

S2301, 2019-2023

s2301_c04_001e

NA, rate published in source table

The remaining indicators are based data requested and received by Advancement Project CA from the OSHPD Patient Discharge database. Data are based on records aggregated at the ZIP Code level:

Indicator

Years

Definition

Denominator

Asthma Hospitalizations

2017-2019

All ICD 10 codes under J45 (under Principal Diagnosis)

American Community Survey, 2015-2019, 5-Year Estimates, Table DP05

Gun Injuries

2017-2019

Principal/Other External Cause Code "Gun Injury" with a Disposition not "Died/Expired". ICD 10 Code Y38.4 and all codes under X94, W32, W33, W34, X72, X73, X74, X93, X95, Y22, Y23, Y35 [All listed codes with 7th digit "A" for initial encounter]

American Community Survey, 2015-2019, 5-Year Estimates, Table DP05

Heart Disease Hospitalizations

2017-2019

ICD 10 Code I46.2 and all ICD 10 codes under I21, I22, I24, I25, I42, I50 (under Principal Diagnosis)

American Community Survey, 2015-2019, 5-Year Estimates, Table DP05

Diabetes (Type 2) Hospitalizations

2017-2019

All ICD 10 codes under E11 (under Principal Diagnosis)

American Community Survey, 2015-2019, 5-Year Estimates, Table DP05

For more information about this dataset, please contact egis@isd.lacounty.gov.

This dataset contains ZIP Code boundary shapefiles that follow parcels for Los Angeles County. It is accessible here: https://egis3.lacounty.gov/dataportal/2016/08/11/zip-codes-with-parcel-specific-boundaries/.

Banner photo by Devin Avery on Unsplash.

COVID-19 data for LA County neighborhoods and communities. Updated daily. Source: LA County Public Health (http://dashboard.publichealth.lacounty.gov/covid19_surveillance_dashboard/). Code available: https://github.com/CityOfLosAngeles/covid19-indicators.

DATA DICTIONARY:

Field Name
Description


AIN
Assessor ID Number


APN
Assessor Parcel Number (Mapbook, Page, Parcel)


Situs Street Number
Situs Street Number


Situs Street Number Fraction
Situs Street Number, Fraction (1/2, 3/4 etc.)


Situs Direction
Situs Direction (N, S, E, W)


Situs Unit Number
Situs Unit Number


Situs Street Name
Situs Street Name


Situs Address
Situs Address 


Situs City
Situs City


Situs Zip Code
Situs Zip Code


Situs Full Address
Situs Full Address


Tax Rate Area Code
Tax Rate Area Code


Tax Rate City
Tax Rate City 


Owner Agency Class Number
Owner Agency identifying Code (6 digit )


Owner Agency Name
Public Agency Owning the parcel


Owner Agency Type
Owner Agency Organization (City, State, etc.)


Property Use Code
Property Use Code


Transfer Recording Date
Transfer Recording Date


Transfer Document Number
Transfer Document Number


Owner Name
Owner Name


Owner Name Extension
Owner Name Extension (if any)


Second Owner (if any)
Second Owner (if any)


Owner Full Name
Owner Full Name


Mailing Address  House  Number
Mailing Address, House Number


Mailing Address Fraction
Mailing Address, Fraction


Mailing Address Direction
Mailing Address, Direction


Mailing Address Unit Number
Mailing Address, Unit Number


Mailing Address Street Name
Mailing Address, Street Name


Full Mailing Address
Full Mailing Address


Mailing Address City
Mailing Address, City


Mailing Address Zip Code
Mailing Address, Zip Code


Legal Description Line 1
Legal Description, Line 1


Legal Description Line 2
Legal Description, Line 2


Legal Description Line 3
Legal Description, Line 3


Legal Description Line 4
Legal Description, Line 4


Legal Description Line 5
Legal Description, Line 5


Legal Description Last Line
Legal Description, Last Line 


Parcel Legal Description
Combination of all Legal Description fields above


Parcel Creation Date
Parcel Creation Date


Center Latitude
Center Latitude


Center Longitude
Center Longitude


Center X-Coordinate
Center X-Coordinate


Center Y-Coordinate
Center Y-Coordinate


Latitude and Longitude
Combination of all Center-Latitude and Center Longitude, seperated with  comma


OBJECTID
Row ID

Demographics, population, housing, income, education, schools, and geography for ZIP Code 90638 (La Mirada, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91749 (La Puente, CA). Interactive charts load automatically as you scroll for improved performance.

The table below showcases the total number of homes sold for each zip code in Los Angeles, California. It's important to understand that the number of homes sold can vary greatly and can change yearly.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91750 (La Verne, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91214 (La Crescenta, CA). Interactive charts load automatically as you scroll for improved performance.

In Los Angeles, the number of deaths among people experiencing homelessness (PEH) progressively increased between 2014 and 2020. From 2019 to 2020, there was an increase of 40 percent in deaths among PEH, reaching 1,776 deaths in 2020. This statistic depicts the number of deaths among PEH between 2014 and 2020 in Los Angeles County.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91723 (Covina, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91745 (Hacienda Heights, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91387 (Canyon Country, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91303 (Canoga Park, CA). Interactive charts load automatically as you scroll for improved performance.

Demographics, population, housing, income, education, schools, and geography for ZIP Code 91711 (Claremont, CA). Interactive charts load automatically as you scroll for improved performance.