Each entry below is one question turned into a map query. It names the fields it weighs and why, shows the areas that come out on top with their real measured values, and states what the data cannot tell you. The link at the end opens that exact query on the Los Angeles map with the weights already set, so you can change a weight, swap a field, or draw your own area and get a different answer.
None of these are the “right” query. They are starting points chosen to show which fields exist for Los Angeles and how combining them changes what you can honestly say.
Which Los Angeles areas have many residents but few bank branches?
Coverage gap index — 2020 Census resident counts ranked against mapped bank branches
In Los Angeles, the highest-ranking areas are South Park, Exposition Park and Vermont Square. South Park leads with a score of 96.1/100 across 37 blocks, where the data shows ≈0 bank or credit unions nearby and ≈42,937 residents (total). Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Residents ranked high against mapped bank and credit-union branches ranked low. It is called a coverage gap rather than an absence because the scorer blends percentile ranks: an area can top this index while still having several branches in it.
Field
Ranks higher when
Weight
Why it’s here
bank or credit union competition
lower
50%
Count of mapped bank and credit-union branches, scored inverted so thinner presence ranks higher.
Total
higher
50%
The 2020 Census resident count — the demand side of the blend.
What this can’t tell you
It is not residents per branch. Two areas with very different true ratios can rank identically, and a high rank never means there is no branch nearby — only that mapped branch presence is thin relative to population.
Try changing it
· Raise the branch weight to lean the index toward supply rather than demand.
· Swap residents for the 65-and-over count to target a specific customer profile.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on bank or credit union competition (lower ranks higher, weight 0.5) and Total (higher ranks higher, weight 0.5), then groups the top-scoring blocks into the areas below. South Park ranks #1 with a score of 96.1/100 across 37 blocks, with ≈0 bank or credit unions nearby and ≈42,937 residents (total). Exposition Park ranks #2 with a score of 93.9/100 across 37 blocks, with ≈0 bank or credit unions nearby and ≈35,198 residents (total). Vermont Square ranks #3 with a score of 92/100 across 37 blocks, with ≈2 bank or credit unions nearby and ≈33,388 residents (total). Florence ranks #4 with a score of 91.6/100 across 37 blocks, with ≈3 bank or credit unions nearby and ≈36,896 residents (total). Vermont Vista ranks #5 with a score of 91.2/100 across 37 blocks, with ≈1 bank or credit union nearby and ≈32,004 residents (total).
Fields scored: bank or credit union competition and Total (2020). 9,351 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which Los Angeles areas have strong attractions but limited hotel supply?
Gap index — mapped attractions and transit ranked against existing hotel presence
In Los Angeles, the Fairfax District, Little Tokyo, and Koreatown are the highest-ranking areas. The Fairfax District leads with a score of 60.4/100 across 37 blocks, featuring ≈1 hotel nearby, ≈83 arts & entertainment venues nearby, and ≈0 transit stops. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Arts and entertainment venue density and transit access ranked high against existing hotel presence ranked low — the three things that decide whether a location can draw and hold overnight visitors.
Field
Ranks higher when
Weight
Why it’s here
hotel competition
lower
40%
Count of mapped hotels, scored inverted so thinner presence ranks higher.
arts and entertainment
higher
35%
Count of all mapped arts, entertainment and attraction venues — the visitor draw.
transit stop count
higher
25%
Count of transit stops reachable from the hex.
What this can’t tell you
It has no room counts, no occupancy, no rates, no planning constraints and no site availability. Thin mapped hotel presence is not proof there is room in the market.
Try changing it
· Raise the hotel weight to prioritise areas with the least existing supply.
· Swap attractions for eat-and-drink venues to test a dining-led location instead.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on hotel competition (lower ranks higher, weight 0.4), arts and entertainment (higher ranks higher, weight 0.35), and transit stop count (higher ranks higher, weight 0.25). The top-scoring blocks are then grouped into the areas listed below.
The Fairfax District ranks #1 with a score of 60.4/100 across 37 blocks, showing ≈1 hotel nearby, ≈83 arts & entertainment venues nearby, and ≈0 transit stops. Little Tokyo ranks #2 with a score of 54.7/100 across 40 blocks, with ≈7 hotels nearby, ≈72 arts & entertainment venues nearby, and ≈3 transit stops. Koreatown ranks #3 with a score of 57.3/100 across 37 blocks, with ≈1 hotel nearby, ≈41 arts & entertainment venues nearby, and ≈1 transit stops. North Hollywood Neighborhood Council District ranks #4 with a score of 54.9/100 across 38 blocks, with ≈2 hotels nearby, ≈43 arts & entertainment venues nearby, and ≈2 transit stops. Chinatown ranks #5 with a score of 56/100 across 37 blocks, with ≈20 hotels nearby, ≈105 arts & entertainment venues nearby, and ≈27 transit stops.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: hotel competition, arts and entertainment and transit stop count. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which lower-income parts of Los Angeles have the fewest grocery stores?
Gap index — ACS 2018-2022 residents below the poverty level ranked against mapped grocery stores
In Los Angeles, Broadway Manchester, Winnetka Neighborhood Council District, and Panorama City (North Hills East Neighborhood Council District) are the highest-ranking areas. Broadway Manchester leads with a score of 90.2/100 across 37 blocks, showing ≈6 grocery stores nearby and ≈8,218 residents with income in the past 12 months below poverty level. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
≈17,926 residents (income in the past 12 months below poverty level)
How this query was built
Residents below the poverty level ranked high against mapped grocery stores ranked low. It is the food-access question posed as a relative ranking rather than a claim that any area has no food retail.
Field
Ranks higher when
Weight
Why it’s here
grocery store competition
lower
45%
Count of mapped grocery stores, scored inverted so thinner presence ranks higher.
Income in the past 12 months below poverty level
higher
55%
The "income below poverty level" cell of the ACS 2018-2022 poverty table.
What this can’t tell you
Mapped grocery presence is not food access: it carries no store size, no price level, no fresh-produce range and no opening hours, and a large supermarket just outside a hex serves it perfectly well. This ranks places; it does not identify anywhere as being without food.
Try changing it
· Add transit stops to weigh how easily residents can reach stores further out.
· Swap the poverty count for household income brackets to change the hardship measure.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on grocery store competition (lower ranks higher, weighted 0.45) and the number of residents with income in the past 12 months below poverty level (higher ranks higher, weighted 0.55). The top-scoring blocks are then grouped into the areas listed below.
Broadway Manchester ranks #1 with a score of 90.2/100 across 37 blocks, showing ≈6 grocery stores nearby and ≈8,218 residents with income in the past 12 months below poverty level. Winnetka Neighborhood Council District ranks #2 with a score of 89.1/100 across 37 blocks, showing ≈2 grocery stores nearby and ≈5,381 residents with income in the past 12 months below poverty level. Panorama City (North Hills East Neighborhood Council District) ranks #3 with a score of 88.2/100 across 37 blocks, showing ≈13 grocery stores nearby and ≈14,474 residents with income in the past 12 months below poverty level. Jefferson ranks #4 with a score of 88.2/100 across 37 blocks, showing ≈6 grocery stores nearby and ≈6,625 residents with income in the past 12 months below poverty level. Westlake (Westlake South) ranks #5 with a score of 87.8/100 across 37 blocks, showing ≈9 grocery stores nearby and ≈17,926 residents with income in the past 12 months below poverty level.
Each area is identified as a cluster of high-scoring blocks, grouped within a 1,200 m radius.
Fields scored: grocery store competition and Income in the past 12 months below poverty level (2022). 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which parts of Los Angeles have the fewest Mexican restaurants for their population?
Mexican restaurant demand-and-competition index — resident counts and walkable streets ranked against existing Mexican presence
In Los Angeles, the highest-ranking areas are Vermont Vista, Exposition Park, and Vermont Knolls. Vermont Vista leads with a score of 69.7/100 across 37 blocks, showing ≈1 Mexican restaurant nearby, ≈0 km of walkable streets, and ≈32,774 residents (total). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Resident counts and walkable street length ranked against the number of restaurants of this type already mapped in the area, the last inverted so thin presence ranks high.
Field
Ranks higher when
Weight
Why it’s here
mexican restaurant competition
lower
45%
Count of mapped Mexican restaurants already trading in the area.
pedestrian length m
higher
25%
Metres of walkable street — a proxy for how much passing footfall a frontage can see.
Total
higher
30%
The 2020 Census resident count — the local demand base.
What this can’t tell you
Cuisine labels come from how a venue describes itself in the map data, so coverage is uneven and a restaurant serving this food may be recorded under a different label. Thin mapped presence is not proof of demand, and this is not a claim about what residents want to eat.
Try changing it
· Raise the competition weight to prioritise areas with the fewest existing restaurants.
· Swap the demand pillar for a specific age band or household type.
All of these are adjustable on the Los Angeles map on the Free Tier.
The same query, retargeted
Which parts of Los Angeles have the fewest Italian restaurants for their population?
Top areas: Vermont Square, Central Almeda and Florence — ≈0 Italian restaurants nearby.
Same fields and weights, only the category swapped — adjust any of them on the Free Tier.
Full breakdown & sources
This query identifies areas in Los Angeles by ranking blocks based on specific criteria. The ranking considers Mexican restaurant competition (lower ranks higher, weighted 0.45), pedestrian length in meters (higher ranks higher, weighted 0.25), and total residents (higher ranks higher, weighted 0.3). The top-scoring blocks are then grouped into the areas listed below.
Vermont Vista ranks #1 with a score of 69.7/100 across 37 blocks, featuring ≈1 Mexican restaurant nearby, ≈0 km of walkable streets, and ≈32,774 residents (total). Exposition Park ranks #2 with a score of 69.3/100 across 37 blocks, showing ≈2 Mexican restaurants nearby, ≈0 km of walkable streets, and ≈36,174 residents (total). Vermont Knolls ranks #3 with a score of 68.6/100 across 37 blocks, with ≈2 Mexican restaurants nearby, ≈0 km of walkable streets, and ≈31,388 residents (total). Vermont Square ranks #4 with a score of 68.5/100 across 37 blocks, including ≈6 Mexican restaurants nearby, ≈0 km of walkable streets, and ≈34,270 residents (total). Hyde Park ranks #5 with a score of 68/100 across 37 blocks, with ≈0 Mexican restaurants nearby, ≈0 km of walkable streets, and ≈24,109 residents (total).
Fields scored: mexican restaurant competition, pedestrian length m and Total (2020). 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
bar demand-and-competition index — resident counts and walkable streets ranked against existing bar presence
For Los Angeles, the areas with the highest scores are Historic South-Central, Panorama City (North Hills East Neighborhood Council District), and Exposition Park. Historic South-Central leads with a score of 72.1/100 across 37 blocks, showing ≈0 bars nearby, ≈0 km of walkable streets, and ≈10,518 young adults.
Three signals: how many people are around, how walkable the streets are, and how many of this business type are already mapped there. The last is scored inverted, so an area ranks high when demand signals are strong and existing presence is thin.
Field
Ranks higher when
Weight
Why it’s here
bar competition
lower
45%
Count of mapped bars already trading in the area.
pedestrian length m
higher
25%
Metres of walkable street — a proxy for how much passing footfall a frontage can see.
young adults
higher
30%
The 2020 Census resident count — the local demand base.
What this can’t tell you
This is a shortlist, not a site recommendation. It has no rent, no footfall, no unit availability, no licensing and no catchment modelling, and thin mapped presence is not proof that an area lacks provision.
Try changing it
· Raise the competition weight to prioritise areas with the least existing presence.
· Swap the demand pillar for the age band or household type your customers actually fall into.
· Draw your own catchment on the map to score just that area.
All of these are adjustable on the Los Angeles map on the Free Tier.
The same query, retargeted
Where should you open a new gym in Los Angeles?
Top areas: Florence, Westlake and Central Almeda — ≈0 gyms nearby.
Same fields and weights, only the category swapped — adjust any of them on the Free Tier.
Full breakdown & sources
This analysis identifies areas in Los Angeles by ranking every block based on bar competition (lower ranks higher, weight 0.45), pedestrian length in meters (higher ranks higher, weight 0.25), and young adults (higher ranks higher, weight 0.3). The top-scoring blocks are then grouped into the areas listed.
Historic South-Central ranks #1 with a score of 72.1/100 across 37 blocks, featuring ≈0 bars nearby, ≈0 km of walkable streets, and ≈10,518 young adults. Panorama City (North Hills East Neighborhood Council District) ranks #2 with a score of 70.9/100 across 37 blocks, showing ≈0 bars nearby, ≈0 km of walkable streets, and ≈11,873 young adults. Exposition Park ranks #3 with a score of 70.6/100 across 37 blocks, with ≈0 bars nearby, ≈0 km of walkable streets, and ≈8,750 young adults. Vermont Square ranks #4 with a score of 70.3/100 across 37 blocks, having ≈0 bars nearby, ≈0 km of walkable streets, and ≈8,289 young adults. Vermont Knolls ranks #5 with a score of 69.5/100 across 37 blocks, with ≈1 bar nearby, ≈0 km of walkable streets, and ≈8,716 young adults.
Each area represents a cluster of high-scoring blocks, grouped within a 1,200 m radius.
Fields scored: bar competition, pedestrian length m and young adults. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which Los Angeles areas have high household incomes but little retail?
Index — ACS 2018-2022 income levels ranked against mapped retail density
In Los Angeles, the highest-ranking areas are Los Angeles County, Encino Neighborhood Council District, and Bel Air. Los Angeles County leads with a score of 98.7/100 across 37 blocks, showing ≈0 retail & shopping venues nearby and median income: 242,692. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Tarzanain the Tarzana Neighborhood Council District districtScore 96
≈0 retail & shopping venues nearby
median income: 209,999
Beverly Crestin the Los Angeles County districtScore 95
≈11 retail & shopping venues nearby
median income: 222,722
How this query was built
Household income ranked high against mapped retail presence ranked low. It points at spending power that currently has little to spend it on locally, which is the classic catchment argument for a new store.
Field
Ranks higher when
Weight
Why it’s here
retail competition
lower
45%
Count of all mapped retail venues, scored inverted so thinner presence ranks higher.
Median household income in the past 12 months (in 2022 inflation-adjusted dollars)
higher
55%
The ACS 2018-2022 household income figure per block group, population-weighted onto the hex grid.
What this can’t tell you
Thin mapped retail is not proof an area lacks shops, and high income does not mean residents shop locally — they may simply shop elsewhere. It has no rent, no footfall and no catchment modelling.
Try changing it
· Switch to the $1M-plus home value count for a countable affluence signal.
· Swap total retail for a specific category to test one vertical.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on retail competition (lower ranks higher, weight 0.45) and Median household income in the past 12 months (in 2022 inflation-adjusted dollars) (higher ranks higher, weight 0.55). The top-scoring blocks are then grouped into the areas below.
Los Angeles County ranks #1 with a score of 98.7/100 across 37 blocks, showing ≈0 retail & shopping venues nearby and median income: 242,692. Encino Neighborhood Council District ranks #2 with a score of 97.1/100 across 37 blocks, showing ≈1 retail & shopping venue nearby and median income: 231,545. Bel Air ranks #3 with a score of 96.8/100 across 37 blocks, showing ≈0 retail & shopping venues nearby and median income: 222,685. Tarzana ranks #4 with a score of 96.4/100 across 37 blocks, showing ≈0 retail & shopping venues nearby and median income: 209,999. Beverly Crest ranks #5 with a score of 95/100 across 37 blocks, showing ≈11 retail & shopping venues nearby and median income: 222,722.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: retail competition and Median household income in the past 12 months (in 2022 inflation-adjusted dollars) (2022). 8,848 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which Los Angeles areas combine high household incomes with residents aged 25 to 39?
Overlap index — ACS 2018-2022 income levels ranked with 2020 Census age counts
In Los Angeles, the highest-ranking areas are Los Feliz (Los Feliz Neighborhood Council District), Venice and Mid-City. Los Feliz (Los Feliz Neighborhood Council District) leads with a score of 72.8/100 across 37 blocks, where the data shows median income: 130,812 and ≈8,006 residents aged 25-39. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Los Felizin the Los Feliz Neighborhood Council District districtScore 73
Household income and the 25-39 age band are ranked together, high on both. They come from different censuses — income is an ACS 2018-2022 block-group estimate, the age count a 2020 Census 100% enumeration — and from different universes, households and people.
Field
Ranks higher when
Weight
Why it’s here
Median household income in the past 12 months (in 2022 inflation-adjusted dollars)
higher
50%
The ACS 2018-2022 household income figure per block group, population-weighted onto the hex grid.
residents aged 25-39
higher
50%
The 25-29, 30-34 and 35-39 male and female cells of the 2020 Census sex-by-age table, summed and ranked once.
What this can’t tell you
It cannot say that the residents aged 25-39 are the ones with the high incomes. No table crosses age with income, so this is two separate distributions ranking high in the same place: an overlap of areas, not a description of anybody.
Try changing it
· Switch to household income brackets for a countable income figure instead of a level.
· Swap the age band for 18-24 or 65-and-over to move the profile.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on median household income in the past 12 months (in 2022 inflation-adjusted dollars) and residents aged 25-39. Both factors are weighted at 0.5, with higher values ranking higher. The top-scoring blocks are then grouped into the areas listed below.
Los Feliz (Los Feliz Neighborhood Council District) ranks #1 with a score of 72.8/100 across 37 blocks, showing a median income of 130,812 and ≈8,006 residents aged 25-39. Venice ranks #2 with a score of 72.1/100 across 37 blocks, showing a median income of 129,233 and ≈6,658 residents aged 25-39. Mid-City ranks #3 with a score of 71.2/100 across 37 blocks, showing a median income of 133,158 and ≈13,779 residents aged 25-39. Studio City Neighborhood Council District ranks #4 with a score of 69.7/100 across 37 blocks, showing a median income of 160,982 and ≈4,044 residents aged 25-39. Westwood ranks #5 with a score of 69.6/100 across 37 blocks, showing a median income of 122,466 and ≈8,080 residents aged 25-39.
Each area represents a cluster of high-scoring blocks, grouped when they are within a 1,200 m radius.
Fields scored: Median household income in the past 12 months (in 2022 inflation-adjusted dollars) (2022) and residents aged 25-39. 9,355 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where does high rent burden meet strong transit access in Los Angeles?
Overlap index — ACS 2018-2022 rent-burdened households ranked with transit stop density
The highest-ranking areas in Los Angeles are Koreatown, Downtown (Gallery Row), and Thai Town. Koreatown leads with a score of 64/100 across 37 blocks. This area shows ≈16,720 renter households paying 30%+ of income in rent and ≈7 transit stops. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
≈8,743 renter households paying 30%+ of income in rent
≈2 transit stops
How this query was built
Renter households paying 30% or more of income in rent, ranked alongside transit stop density. Housing and transport costs trade off against each other, so where both cost pressure and transit access are high is a distinct policy picture from cost pressure in car-dependent areas.
Field
Ranks higher when
Weight
Why it’s here
transit stop count
higher
40%
Count of transit stops reachable from the hex.
renter households paying 30%+ of income in rent
higher
60%
The 30%-and-over bands of the ACS 2018-2022 rent-as-a-share-of-income table, summed and ranked once.
What this can’t tell you
It cannot say that the rent-burdened households are the ones using the transit — no table crosses the two. Stop count is not service quality.
Try changing it
· Invert the transit weight to find cost pressure in poorly connected areas instead.
· Swap rent burden for residents below the poverty level to change the hardship measure.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This ranking identifies areas in Los Angeles based on two factors: the count of transit stops (weighted 0.4, higher ranks higher) and the number of renter households paying 30%+ of income in rent (weighted 0.6, higher ranks higher). The top-scoring blocks are then grouped into the areas listed below.
Koreatown ranks #1 with a score of 64/100, encompassing 37 blocks. This area includes ≈16,720 renter households paying 30%+ of income in rent and ≈7 transit stops. Downtown (Gallery Row) ranks #2 with a score of 63.4/100 across 37 blocks, featuring ≈10,438 renter households paying 30%+ of income in rent and ≈23 transit stops. Thai Town ranks #3 with a score of 59.7/100 across 37 blocks, with ≈9,016 renter households paying 30%+ of income in rent and ≈6 transit stops. Westlake (Westlake South) ranks #4 with a score of 59.3/100 across 37 blocks, showing ≈16,236 renter households paying 30%+ of income in rent and ≈1 transit stops. Hollywood ranks #5 with a score of 57.7/100 across 37 blocks, with ≈8,743 renter households paying 30%+ of income in rent and ≈2 transit stops.
Fields scored: transit stop count and renter households paying 30%+ of income in rent. 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are homes valued over $1 million in Los Angeles?
Owner-occupied homes valued at $1,000,000 or more — ACS 2018-2022 estimate
In Los Angeles, explore Westwood, Venice, and Westchester for areas with high concentrations of homes valued at $1M or more. Westwood stands out with a score of 95.3/100 across 37 blocks, indicating approximately 3,963 such homes. These areas represent clusters of high-scoring blocks within a 1,200 m radius.
Pico-Robertsonin the Reynier Village districtScore 93
≈2,875 homes valued $1M or more
How this query was built
The ACS publishes home value in 28 brackets, so the three top brackets sum to a countable "over $1 million" figure. Brackets are counts and sum correctly, which the published value figure does not.
Field
Ranks higher when
Weight
Why it’s here
homes valued $1M or more
higher
100%
The $1,000,000-1,499,999, $1,500,000-1,999,999 and $2,000,000-or-more brackets of the ACS 2018-2022 home value table, summed.
What this can’t tell you
Value is the owner's own estimate, covers owner-occupied units only, and is a five-year sample figure in 2022 dollars — not a current market price and not a measure of the occupants' income.
Try changing it
· Add household income brackets to see where high-value housing and high incomes coincide, as an overlap.
· Swap in units owned free and clear to find high-value, mortgage-free housing.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This map highlights areas in Los Angeles based on the concentration of homes valued at $1M or more. The ranking considers every block, with higher scores indicating a greater presence of these homes (weighted at 0.9). The top-scoring blocks are then grouped into the areas shown.
Westwood is ranked #1 with a score of 95.3/100, encompassing 37 blocks with approximately 3,963 homes valued at $1M or more. Venice follows at #2 with a score of 94.2/100 across 37 blocks, showing approximately 3,029 homes valued at $1M or more. Westchester ranks #3 with a score of 94.1/100 across 37 blocks, with approximately 2,921 homes valued at $1M or more. Mar Vista is #4 with a score of 93.6/100 across 37 blocks, containing approximately 3,058 homes valued at $1M or more. Pico-Robertson (Reynier Village) is #5 with a score of 92.5/100 across 37 blocks, showing approximately 2,875 homes valued at $1M or more.
Each identified area represents a cluster of high-scoring blocks, grouped together if they are within a 1,200 m radius.
Fields scored: homes valued $1M or more. 9,345 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are household income levels highest in Los Angeles?
Block-group household income estimates, ACS 2018-2022, averaged onto the map grid
In Los Angeles, the highest-ranking areas are Los Angeles County, Encino Neighborhood Council District, and Sherman Oaks (Sherman Oaks Neighborhood Council District). Los Angeles County leads with a score of 98.5/100 across 37 blocks, where the data shows median income: 248,373. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Tarzanain the Tarzana Neighborhood Council District districtScore 93
median income: 209,999
How this query was built
The ACS publishes a household income figure per block group. The map grid is finer than a block group, so each hex carries a population-weighted average of the block-group figures covering it — which is why this page says "income level" rather than quoting a median for a neighbourhood.
Field
Ranks higher when
Weight
Why it’s here
Median household income in the past 12 months (in 2022 inflation-adjusted dollars)
higher
100%
The ACS 2018-2022 household income figure per block group, population-weighted onto the hex grid.
What this can’t tell you
No hex here holds a median: averaging medians does not produce one. It is a five-year sample estimate with a wide margin of error in small areas, and it describes households, not individual earnings or wealth.
Try changing it
· Switch to the household income brackets for a countable figure instead of a level.
· Add retail venues to see where income levels and commercial density diverge, as an index.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on Median household income in the past 12 months (in 2022 inflation-adjusted dollars) (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Los Angeles County ranks #1 with a score of 98.5/100 across 37 blocks: median income: 248,373. Encino Neighborhood Council District ranks #2 with a score of 96.2/100 across 37 blocks: median income: 231,545. Sherman Oaks (Sherman Oaks Neighborhood Council District) ranks #3 with a score of 94.9/100 across 37 blocks: median income: 225,929. Bel Air ranks #4 with a score of 94.3/100 across 37 blocks: median income: 222,685. Tarzana (Tarzana Neighborhood Council District) ranks #5 with a score of 93.4/100 across 37 blocks: median income: 209,999.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Median household income in the past 12 months (in 2022 inflation-adjusted dollars) (2022). 8,848 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do households earning $100,000 to $149,999 live in Los Angeles?
Households in the $100,000 to $149,999 bracket — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Koreatown, Echo Park, and Westlake. Koreatown leads with a score of 93.9/100 across 37 blocks, where the data shows ≈3,662 households earning $100,000-$149,999. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The ACS publishes household income in 17 brackets. A bracket is a count, so unlike the income figure it sums correctly and survives being placed on the map grid intact — which is why these pages can state a number rather than describe a level.
Field
Ranks higher when
Weight
Why it’s here
households earning $100,000-$149,999
higher
100%
The $100,000-124,999 and $125,000-149,999 brackets of the ACS 2018-2022 household income table, summed.
What this can’t tell you
Household income is not individual earnings and not wealth, and it is a five-year sample estimate in 2022 dollars with a wide margin of error in small areas. A bracket count says nothing about who is in those households.
Try changing it
· Switch to a neighbouring bracket to widen or narrow the income range.
· Add home value brackets to see where income and housing value coincide, as an overlap.
All of these are adjustable on the Los Angeles map on the Free Tier.
The same query, retargeted
Where do households earning under $25,000 live in Los Angeles?
Top areas: Westlake, Thai Town and Exposition Park — ≈9,281 households earning under $25,000.
Same fields and weights, only the category swapped — adjust any of them on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on households earning $100,000-$149,999 (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Koreatown ranks #1 with a score of 93.9/100 across 37 blocks: ≈3,662 households earning $100,000-$149,999. Echo Park ranks #2 with a score of 91/100 across 37 blocks: ≈2,556 households earning $100,000-$149,999. Westlake ranks #3 with a score of 89.6/100 across 37 blocks: ≈2,883 households earning $100,000-$149,999. Mid-Wilshire ranks #4 with a score of 88.1/100 across 37 blocks: ≈3,067 households earning $100,000-$149,999. Thai Town ranks #5 with a score of 87.9/100 across 37 blocks: ≈2,594 households earning $100,000-$149,999.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: households earning $100,000-$149,999. 9,347 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are residents below the poverty level concentrated in Los Angeles?
Residents with income below the federal poverty level — ACS 2018-2022 estimate
In Los Angeles, the areas with the highest scores are Westlake, Pico-Union, and Vermont Knolls. Westlake has the top score of 97.5/100 across 37 blocks, showing ≈25,321 residents with income in the past 12 months below poverty level. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
≈11,303 residents (income in the past 12 months below poverty level)
How this query was built
The ACS poverty table crosses poverty status with household and family type, so the below-poverty count is a published cell. The federal poverty threshold varies by household size and composition, which is what makes this a better hardship measure than a flat income cut-off.
Field
Ranks higher when
Weight
Why it’s here
Income in the past 12 months below poverty level
higher
100%
The "income in the past 12 months below poverty level" cell of the ACS 2018-2022 poverty table.
What this can’t tell you
It is a five-year sample estimate at block-group scale with a wide margin of error in small areas. The federal threshold is national and is not adjusted for local housing costs, so it understates hardship in expensive cities.
Try changing it
· Add grocery stores to weigh this population against everyday food retail, as an overlap.
· Compare against the rent-burden count, which measures cost pressure directly.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on Income in the past 12 months below poverty level, with higher ranks indicating higher scores (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westlake ranks #1 with a score of 97.5/100 across 37 blocks, containing ≈25,321 residents with income in the past 12 months below poverty level. Pico-Union ranks #2 with a score of 96.5/100 across 37 blocks, containing ≈16,856 residents with income in the past 12 months below poverty level. Vermont Knolls ranks #3 with a score of 96.2/100 across 37 blocks, containing ≈13,508 residents with income in the past 12 months below poverty level. South Los Angeles ranks #4 with a score of 95.6/100 across 37 blocks, containing ≈13,387 residents with income in the past 12 months below poverty level. University Park ranks #5 with a score of 93.1/100 across 37 blocks, containing ≈11,303 residents with income in the past 12 months below poverty level.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Income in the past 12 months below poverty level (2022). 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Housing units with seven or more rooms — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Pacific Palisades, West Hills (West Hills Neighborhood Council District) and Northridge West Neighborhood Council District. Pacific Palisades leads with a score of 86.9/100 across 37 blocks, where the data shows ≈2,104 homes with 7 or more rooms. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The seven-, eight- and nine-or-more-room cells of the ACS rooms table, summed. Rooms are how the US census measures home size; there is no floor area figure anywhere in the extract.
Field
Ranks higher when
Weight
Why it’s here
homes with 7 or more rooms
higher
100%
The 7-room, 8-room and 9-or-more-room cells of the ACS 2018-2022 rooms-per-unit table, summed and ranked once.
What this can’t tell you
A room count is not floor area and not space per person — the census publishes no per-resident figure, so a large home with many occupants is indistinguishable here from a large home with few.
Try changing it
· Add households of seven or more people to see where large homes and large households coincide.
· Add home value brackets to separate large homes from high-value ones.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on homes with 7 or more rooms (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Pacific Palisades ranks #1 with a score of 86.9/100 across 37 blocks: ≈2,104 homes with 7 or more rooms. West Hills (West Hills Neighborhood Council District) ranks #2 with a score of 86.5/100 across 37 blocks: ≈1,946 homes with 7 or more rooms. Northridge West Neighborhood Council District ranks #3 with a score of 85.2/100 across 37 blocks: ≈1,747 homes with 7 or more rooms. Palms ranks #4 with a score of 84.2/100 across 37 blocks: ≈2,108 homes with 7 or more rooms. Vermont Square ranks #5 with a score of 83.4/100 across 37 blocks: ≈1,788 homes with 7 or more rooms.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: homes with 7 or more rooms. 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do renters spend 30% or more of their income on rent in Los Angeles?
Renter households paying 30% or more of household income in rent — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are 34.063, -118.304, Westlake, and Los Feliz. 34.063, -118.304 leads with a score of 98.5/100 across 37 blocks, showing ≈18,068 renter households paying 30%+ of income in rent. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
≈9,019 renter households paying 30%+ of income in rent
How this query was built
Rent burden is the one place the US census crosses rent with income directly: the table reports rent as a percentage of household income, so the 30%-and-over bands sum to a published count. Everywhere else, rent and income are separate tables that can only be laid over each other.
Field
Ranks higher when
Weight
Why it’s here
renter households paying 30%+ of income in rent
higher
100%
The 30-34.9%, 35-39.9%, 40-49.9% and 50%-or-more bands of the ACS 2018-2022 rent-as-a-share-of-income table, summed and ranked once.
What this can’t tell you
Its universe is renter-occupied units with cash rent, so it excludes owners and no-cash-rent units, and a "not computed" category is left out of the count rather than assumed. It is a sample estimate.
Try changing it
· Compare against residents below the poverty level, which measures hardship differently.
· Add transit stops to see where cost pressure and transit access coincide, as an index.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on renter households paying 30%+ of income in rent (higher ranks higher, weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
34.063, -118.304 ranks #1 with a score of 98.5/100 across 37 blocks, showing ≈18,068 renter households paying 30%+ of income in rent. Westlake ranks #2 with a score of 97.4/100 across 37 blocks, showing ≈16,973 renter households paying 30%+ of income in rent. Los Feliz ranks #3 with a score of 93.8/100 across 37 blocks, showing ≈10,517 renter households paying 30%+ of income in rent. Koreatown ranks #4 with a score of 91.8/100 across 37 blocks, showing ≈8,422 renter households paying 30%+ of income in rent. Hollywood ranks #5 with a score of 90.9/100 across 37 blocks, showing ≈9,019 renter households paying 30%+ of income in rent.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: renter households paying 30%+ of income in rent. 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which Los Angeles areas have many young adults but few bars?
Gap index — 2020 Census residents aged 18-24 ranked against mapped nightlife venues
In Los Angeles, the highest-ranking areas are South Park (east), University Park, and South Park (east 2). South Park (east) leads with a score of 97.3/100 across 37 blocks, indicating ≈0 bars & nightlife venues nearby and ≈5,589 residents aged 18-24. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The 18-24 count ranked high against mapped bar and nightlife venues ranked low. It points at a young resident base with thin evening provision.
Field
Ranks higher when
Weight
Why it’s here
bar and nightlife competition
lower
45%
Count of all mapped bar and nightlife venues, scored inverted so thinner presence ranks higher.
residents aged 18-24
higher
55%
The 18-19, 20, 21 and 22-24 male and female cells of the 2020 Census sex-by-age table, summed and ranked once.
What this can’t tell you
Residents are not customers — nightlife draws people from across a city, so a residential area with few bars may simply be where people sleep rather than where they go out. Licensing and zoning are not in the data.
Try changing it
· Add pedestrian street length to favour areas that can carry evening footfall.
· Swap the age band for 25-39 to move the customer profile older.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on bar and nightlife competition (lower ranks higher, weight 0.45) and residents aged 18-24 (higher ranks higher, weight 0.55). The top-scoring blocks are then grouped into the areas below.
South Park (east) ranks #1 with a score of 97.3/100 across 37 blocks, with ≈0 bars & nightlife venues nearby and ≈5,589 residents aged 18-24. University Park ranks #2 with a score of 96.2/100 across 37 blocks, with ≈1 bar & nightlife venue nearby and ≈11,530 residents aged 18-24. South Park (east 2) ranks #3 with a score of 96/100 across 37 blocks, with ≈0 bars & nightlife venues nearby and ≈4,939 residents aged 18-24. Westlake ranks #4 with a score of 95.5/100 across 37 blocks, with ≈2 bars & nightlife venues nearby and ≈7,881 residents aged 18-24. Vermont Knolls ranks #5 with a score of 95.4/100 across 37 blocks, with ≈0 bars & nightlife venues nearby and ≈4,551 residents aged 18-24.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: bar and nightlife competition and residents aged 18-24. 9,340 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do older residents and pharmacies coincide in Los Angeles?
Overlap index — 2020 Census residents aged 65+ ranked with mapped pharmacy presence
In Los Angeles, the highest-ranking areas are Koreatown (east), Los Feliz (Los Feliz Neighborhood Council District), and Westlake. Koreatown (east) leads with a score of 76.9/100 across 37 blocks, showing ≈8,177 residents aged 65 and over and ≈23 pharmacies nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The 65-and-over count ranked alongside mapped pharmacies, both high. It shows where an older population already has pharmacy provision nearby — useful for services that want to co-locate rather than fill a gap.
Field
Ranks higher when
Weight
Why it’s here
pharmacy
higher
35%
Count of mapped pharmacies in the hex.
residents aged 65 and over
higher
65%
Every 65-and-over male and female cell of the 2020 Census sex-by-age table, summed and ranked once.
What this can’t tell you
It says nothing about health status, prescription volume or whether those pharmacies are accessible to the people counted. Invert the pharmacy term to look for thin provision instead.
Try changing it
· Invert the pharmacy weight to search for thin provision instead of co-location.
· Swap the 65-plus count for the group-quarters count to find care facilities.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of pharmacies (higher ranks higher, weight 0.35) and residents aged 65 and over (higher ranks higher, weight 0.65). The top-scoring blocks are then grouped into the areas listed below.
Koreatown (east) ranks #1 with a score of 76.9/100 across 37 blocks, containing ≈8,177 residents aged 65 and over and ≈23 pharmacies nearby. Los Feliz (Los Feliz Neighborhood Council District) ranks #2 with a score of 73.6/100 across 37 blocks, containing ≈6,569 residents aged 65 and over and ≈34 pharmacies nearby. Westlake ranks #3 with a score of 71.1/100 across 37 blocks, containing ≈9,080 residents aged 65 and over and ≈22 pharmacies nearby. Koreatown (north-east) ranks #4 with a score of 66/100 across 37 blocks, containing ≈5,340 residents aged 65 and over and ≈10 pharmacies nearby. Westwood ranks #5 with a score of 65.3/100 across 37 blocks, containing ≈6,326 residents aged 65 and over and ≈13 pharmacies nearby.
Fields scored: pharmacy and residents aged 65 and over. 9,343 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do residents aged 25 to 39 live in Los Angeles?
Residents aged 25-39 on 1 April 2020 — US Census 2020
In Los Angeles, the areas with the highest scores are Koreatown, Westlake, and Los Feliz. Koreatown leads with a score of 97.7/100 across 37 blocks, where the data shows ≈25,526 residents aged 25-39. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Koreatownin the Little Bangladesh districtScore 98
The 2020 Census publishes sex crossed with 23 age bands as a 100% count, so this is a sum of six published cells rather than an estimate. The band is stated literally instead of as a generation label: cohort names do not line up with census bands, and the band is what was actually counted.
Field
Ranks higher when
Weight
Why it’s here
residents aged 25-39
higher
100%
The 25-29, 30-34 and 35-39 male and female cells of the 2020 Census sex-by-age table, summed and ranked once.
What this can’t tell you
Nothing about income, occupation, tenure or how long these residents have lived here. It is a single snapshot from April 2020 and says nothing about how the area has changed.
Try changing it
· Swap in the 18-24 band to compare where the two age groups sit.
· Add household income brackets to see where the two overlap, as an overlap rather than a statement about these residents.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on residents aged 25-39 (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Koreatown ranks #1 with a score of 97.7/100 across 37 blocks, showing ≈25,526 residents aged 25-39. Westlake ranks #2 with a score of 94.7/100 across 37 blocks, showing ≈19,133 residents aged 25-39. Los Feliz ranks #3 with a score of 92.7/100 across 37 blocks, showing ≈15,775 residents aged 25-39. Historic South-Central ranks #4 with a score of 90.4/100 across 37 blocks, showing ≈10,518 residents aged 25-39. Hollywood ranks #5 with a score of 89.5/100 across 37 blocks, showing ≈13,528 residents aged 25-39.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: residents aged 25-39. 9,345 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do residents aged 65 and over live in Los Angeles?
Residents aged 65+ on 1 April 2020 — US Census 2020
In Los Angeles, Westlake, Koreatown, and Harvard Heights are areas with high concentrations of residents aged 65 and over. Westlake has the highest score at 97.4/100 across 37 blocks, with ≈9,113 residents aged 65 and over. These areas represent clusters of high-scoring blocks within a 1,200 m radius.
Twelve published cells — six age spans per sex from 65-66 up to 85 and over — summed into one count. A 100% enumeration, not an estimate.
Field
Ranks higher when
Weight
Why it’s here
residents aged 65 and over
higher
100%
Every 65-and-over male and female cell of the 2020 Census sex-by-age table, from 65-66 through 85 and over, summed and ranked once.
What this can’t tell you
Nothing about health, mobility, care needs or income, and it does not separate people living independently from those in nursing facilities: the group-quarters population is part of this count.
Try changing it
· Add pharmacies to weigh this population against existing health-service presence.
· Add the group-quarters count to see where institutional populations drive the total.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query identifies areas in Los Angeles with high concentrations of residents aged 65 and over. Blocks are ranked based on the number of residents aged 65 and over (with a weight of 0.9), and then top-scoring blocks are grouped into the areas listed below.
Westlake ranks #1 with a score of 97.4/100, encompassing 37 blocks and ≈9,113 residents aged 65 and over. Koreatown ranks #2 with a score of 95.7/100 across 37 blocks, showing ≈7,577 residents aged 65 and over. Harvard Heights ranks #3 with a score of 92.8/100 across 37 blocks, with ≈5,939 residents aged 65 and over. Thai Town ranks #4 with a score of 91.4/100 across 37 blocks, with ≈6,805 residents aged 65 and over. Westwood ranks #5 with a score of 89.2/100 across 37 blocks, with ≈6,326 residents aged 65 and over.
Each area is formed by grouping high-scoring blocks within a 1,200 m radius.
Fields scored: residents aged 65 and over. 9,343 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Female residents aged 25-39 on 1 April 2020 — US Census 2020
The highest-ranking areas are Koreatown, Westlake, and Los Feliz (Los Feliz Neighborhood Council District). Koreatown leads with a score of 97.7/100 across 37 blocks, showing ≈12,310 women aged 25-39. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
East Hollywoodin the Virgil Village districtScore 89
≈5,464 women aged 25-39
How this query was built
The 2020 Census crosses sex with age directly, so "women aged 25-39" is a sum of three published cells rather than an inference from two separate distributions. Most national censuses do not publish this crossing at all.
Field
Ranks higher when
Weight
Why it’s here
women aged 25-39
higher
100%
The female 25-29, 30-34 and 35-39 cells of the 2020 Census sex-by-age cross-tabulation, summed and ranked once.
What this can’t tell you
Nothing about income, parenthood, employment or household composition — those live in separate tables that are not crossed with sex and age.
Try changing it
· Compare against families with young children to see where the two coincide, as an overlap.
· Swap the age band to move the profile older or younger.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on women aged 25-39, with higher ranks indicating higher scores (weight 0.9). The top-scoring blocks are then grouped into the areas below.
Koreatown ranks #1 with a score of 97.7/100 across 37 blocks, showing ≈12,310 women aged 25-39. Westlake ranks #2 with a score of 94.1/100 across 37 blocks, showing ≈8,748 women aged 25-39. Los Feliz (Los Feliz Neighborhood Council District) ranks #3 with a score of 92.2/100 across 37 blocks, showing ≈7,660 women aged 25-39. Historic South-Central ranks #4 with a score of 90.2/100 across 37 blocks, showing ≈5,173 women aged 25-39. East Hollywood ranks #5 with a score of 89.1/100 across 37 blocks, showing ≈5,464 women aged 25-39.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: women aged 25-39. 9,344 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do residents aged 18 to 24 live in Los Angeles?
Residents aged 18-24 on 1 April 2020 — US Census 2020
In Los Angeles, the areas with the highest concentration of residents aged 18-24 are Westlake (Westlake South), University Park, and South Park (east). Westlake (Westlake South) leads with a score of 96.8/100 across 37 blocks, containing approximately 8,212 residents aged 18-24. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Four short-span cells per sex from the 2020 Census sex-by-age table, summed. This is the university and early-career band, stated as the band the census actually counted.
Field
Ranks higher when
Weight
Why it’s here
residents aged 18-24
higher
100%
The 18-19, 20, 21 and 22-24 male and female cells of the 2020 Census sex-by-age table, summed and ranked once.
What this can’t tell you
It does not identify students — the census extract carries no school enrolment table, and a hex with a large dormitory shows up here through the group-quarters population without being labelled as such.
Try changing it
· Add education venues to see which of these areas already have campuses and schools nearby.
· Add the group-quarters count to separate dormitory concentrations from private households.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query identifies areas in Los Angeles with a high concentration of residents aged 18-24. The ranking is based on a score where a higher number of residents aged 18-24 contributes to a higher rank (with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westlake (Westlake South) ranks #1 with a score of 96.8/100 across 37 blocks, containing approximately 8,212 residents aged 18-24. University Park ranks #2 with a score of 95.8/100 across 37 blocks, containing approximately 12,236 residents aged 18-24. South Park (east) ranks #3 with a score of 95.2/100 across 37 blocks, containing approximately 5,589 residents aged 18-24. This area spans South Park. 34.060, -118.303 ranks #4 with a score of 94.1/100 across 37 blocks, containing approximately 6,706 residents aged 18-24. South Park (east 2) ranks #5 with a score of 92.8/100 across 37 blocks, containing approximately 4,939 residents aged 18-24. This area also spans South Park.
Fields scored: residents aged 18-24. 9,340 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do families with children and family amenities coincide in Los Angeles?
Overlap index — ACS 2018-2022 families with children under 18 ranked with parks and fitness venues
In Los Angeles, Koreatown, Fairfax, and Westlake are the highest-ranking areas. Koreatown leads with a score of 71.1/100 across 37 blocks, featuring ≈3,438 residents aged 0–17 and ≈29 active life & fitness venues nearby. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Families with own children under 18 ranked alongside mapped active-life venues — parks, playgrounds, pools, gyms — both high, so the index favours areas where family households already have somewhere to go.
Field
Ranks higher when
Weight
Why it’s here
active life
higher
40%
Count of all mapped parks, playgrounds, gyms and other active-life venues in the hex.
Married-couple family: With own children of the householder under 18 years
higher
60%
The "married-couple family: with own children under 18" cell of the ACS 2018-2022 family table.
What this can’t tell you
Nothing about school quality, safety or park condition, none of which is in the data. Venue counts carry no size: one large park counts as one.
Try changing it
· Invert the venue weight to search for family areas with thin provision instead.
· Swap in children under six to focus on early-years households.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on active life (higher ranks higher, weight 0.4) and Married-couple family: With own children of the householder under 18 years (higher ranks higher, weight 0.6). The top-scoring blocks are then grouped into the areas below.
Koreatown ranks #1 with a score of 71.1/100 across 37 blocks, with ≈3,438 residents aged 0–17 and ≈29 active life & fitness venues nearby. Fairfax ranks #2 with a score of 66.1/100 across 37 blocks, with ≈1,602 residents aged 0–17 and ≈49 active life & fitness venues nearby. Westlake ranks #3 with a score of 65.6/100 across 37 blocks, with ≈3,517 residents aged 0–17 and ≈14 active life & fitness venues nearby. Hollywood ranks #4 with a score of 64.8/100 across 37 blocks, with ≈2,502 residents aged 0–17 and ≈18 active life & fitness venues nearby. Mar Vista ranks #5 with a score of 60.2/100 across 38 blocks, with ≈1,683 residents aged 0–17 and ≈17 active life & fitness venues nearby.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: active life and Married-couple family: With own children of the householder under 18 years (2022). 9,345 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Residents under 5 years old on 1 April 2020 — US Census 2020
In Los Angeles, the highest-ranking areas are South Los Angeles, Westlake (Westlake South), and South Park. South Los Angeles leads with a score of 96.6/100 across 37 blocks, where the data shows ≈3,076 children under 5. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Panorama Cityin the North Hills East Neighborhood Council District districtScore 93
≈3,426 children under 5
How this query was built
The under-5 male and female cells of the 2020 Census sex-by-age table. A 100% count of the youngest residents, which is the demand base for childcare, pediatric services and family retail.
Field
Ranks higher when
Weight
Why it’s here
children under 5
higher
100%
The male and female under-5 cells of the 2020 Census sex-by-age table.
What this can’t tell you
Nothing about whether those children are in paid childcare, nothing about their household's income, and nothing about the supply of childcare places nearby.
Try changing it
· Add education venues to weigh this demand against existing provision.
· Swap in families with own children under 18 to widen the age range.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on children under 5 (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
South Los Angeles ranks #1 with a score of 96.6/100 across 37 blocks, with ≈3,076 children under 5. Westlake (Westlake South) ranks #2 with a score of 96.5/100 across 37 blocks, with ≈4,105 children under 5. South Park ranks #3 with a score of 95.1/100 across 37 blocks, with ≈2,894 children under 5. Vermont Knolls ranks #4 with a score of 95.1/100 across 37 blocks, with ≈2,806 children under 5. Panorama City (North Hills East Neighborhood Council District) ranks #5 with a score of 92.7/100 across 37 blocks, with ≈3,426 children under 5.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: children under 5. 9,341 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do families with children under six live in Los Angeles?
Children under 6 living in families — ACS 2018-2022 estimate
In Los Angeles, Westlake, Pico-Union, and South Park are the areas with the highest scores. Westlake leads with a score of 94.7/100 across 37 blocks, showing ≈4,585 children under 6 in families. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Panorama Cityin the North Hills East Neighborhood Council District districtScore 92
≈3,503 children under 6 in families
How this query was built
The ACS children-in-households table crosses family type with the child's age band, so the under-3, 3-4 and 5-year-old cells can be summed across married-couple and single-householder families into one pre-school count.
Field
Ranks higher when
Weight
Why it’s here
children under 6 in families
higher
100%
The under-3, 3-4 and 5-year-old cells across married-couple, male-householder and female-householder families in the ACS 2018-2022 children-in-households table, summed and ranked once.
What this can’t tell you
It counts children, not families, so an area with fewer larger families can outrank one with more small ones. It says nothing about childcare enrolment or supply.
Try changing it
· Add education venues to weigh this demand against existing provision.
· Compare against the 2020 Census under-5 count, which is a 100% enumeration.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of children under 6 in families, with higher ranks indicating higher concentrations (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westlake ranks #1 with a score of 94.7/100 across 37 blocks, showing ≈4,585 children under 6 in families. Pico-Union ranks #2 with a score of 94/100 across 37 blocks, showing ≈3,804 children under 6 in families. South Park ranks #3 with a score of 92.9/100 across 37 blocks, showing ≈2,680 children under 6 in families. Vermont Knolls ranks #4 with a score of 92.3/100 across 37 blocks, showing ≈2,666 children under 6 in families. Panorama City ranks #5 with a score of 92.1/100 across 37 blocks, showing ≈3,503 children under 6 in families.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: children under 6 in families. 9,344 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do grandchildren under 18 live with their grandparents in Los Angeles?
Grandchildren under 18 in the householder's home — US Census 2020
In Los Angeles, the highest-ranking areas are Central Almeda, Florence, and Green Meadows. Central Almeda leads with a score of 97.6/100 across 37 blocks, where the data shows ≈2,086 residents aged 0–17. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Pacoimain the Pacoima Neighborhood Council districtScore 93
≈1,364 residents aged 0–17
How this query was built
A published cell of the 2020 Census relationship table: people under 18 living in a household headed by their grandparent. It is the clearest multigenerational-household signal the US extract carries.
Field
Ranks higher when
Weight
Why it’s here
In households: Grandchild: Under 18 years
higher
100%
The "grandchild, under 18 years" cell of the 2020 Census relationship table — a 100% count.
What this can’t tell you
It does not say whether a parent is also present, nor anything about guardianship, income or the reason for the arrangement.
Try changing it
· Add residents aged 65 and over to see where older householders concentrate.
· Compare against single-parent families for a fuller picture of caregiving arrangements.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of grandchildren under 18 years old in households, with higher ranks indicating more such residents (weight 0.9). The top-scoring blocks are then grouped into the areas below.
Central Almeda ranks #1 with a score of 97.6/100 across 37 blocks, containing ≈2,086 residents aged 0–17. Florence ranks #2 with a score of 96.3/100 across 37 blocks, containing ≈1,792 residents aged 0–17. Green Meadows ranks #3 with a score of 96/100 across 37 blocks, containing ≈1,699 residents aged 0–17. South Park ranks #4 with a score of 95.6/100 across 37 blocks, containing ≈1,683 residents aged 0–17. Pacoima ranks #5 with a score of 93/100 across 37 blocks, containing ≈1,364 residents aged 0–17.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: In households: Grandchild: Under 18 years (2020). 9,336 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do married couples with children under 18 live in Los Angeles?
Married-couple families with own children under 18 — ACS 2018-2022 estimate
In Los Angeles, Koreatown, Panorama City, and Westlake South are the highest-ranking areas. Koreatown leads with a score of 95.6/100 across 37 blocks, where approximately 3,658 residents are aged 0–17. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Koreatownin the Little Bangladesh districtScore 96
≈3,658 residents aged 0–17
Panorama Cityin the North Hills East Neighborhood Council District districtScore 94
The ACS family table crosses family type with the presence and age of own children, so "married couple with own children under 18" is a published cell rather than two counts laid over each other.
Field
Ranks higher when
Weight
Why it’s here
Married-couple family: With own children of the householder under 18 years
higher
100%
The "married-couple family: with own children of the householder under 18 years" cell of the ACS 2018-2022 family table.
What this can’t tell you
"Own children" means the householder's own children, so it excludes stepchildren and other children in the home. It says nothing about income, schooling or how many children each family has.
Try changing it
· Swap in single-parent families to compare the two family forms.
· Add education venues to weigh family presence against schooling and childcare supply.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of married-couple families with their own children under 18 years (higher ranks indicate more of this characteristic, with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below.
Koreatown ranks #1 with a score of 95.6/100 across 37 blocks, containing approximately 3,658 residents aged 0–17. Panorama City ranks #2 with a score of 93.7/100 across 37 blocks, containing approximately 3,523 residents aged 0–17. Westlake South ranks #3 with a score of 93/100 across 37 blocks, containing approximately 3,517 residents aged 0–17. Central-Alameda ranks #4 with a score of 89.5/100 across 37 blocks, containing approximately 2,330 residents aged 0–17. Florence ranks #5 with a score of 88.5/100 across 37 blocks, containing approximately 1,975 residents aged 0–17.
Each area is identified as a cluster of high-scoring blocks, grouped together within a 1,200 m radius.
Fields scored: Married-couple family: With own children of the householder under 18 years (2022). 9,345 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are never-married residents concentrated in Los Angeles?
Residents 15 and over who have never married — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Westlake, Koreatown, and South Park. Westlake leads with a score of 97.1/100 across 37 blocks, showing ≈37,734 never-married residents. Koreatown follows with 96.7/100 and ≈33,213 never-married residents. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The ACS marital-status table crosses sex with marital status, so the male and female never-married cells sum to a single published count. Its universe is residents aged 15 and over.
Field
Ranks higher when
Weight
Why it’s here
never-married residents
higher
100%
The male and female "never married" cells of the ACS 2018-2022 marital-status table, summed and ranked once.
What this can’t tell you
It is a five-year sample estimate at block-group scale, so small areas carry a wide margin of error. Never-married is not the same as single or living alone — cohabiting partners are counted here too.
Try changing it
· Compare against householders living alone, which is a 100% count from a different table.
· Add nightlife venues to see where this population and social venues coincide.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on never-married residents (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Westlake ranks #1 with a score of 97.1/100 across 37 blocks, showing ≈37,734 never-married residents. Koreatown ranks #2 with a score of 96.7/100 across 37 blocks, showing ≈33,213 never-married residents. South Park ranks #3 with a score of 93.3/100 across 37 blocks, showing ≈19,437 never-married residents. University Park ranks #4 with a score of 93/100 across 37 blocks, showing ≈22,984 never-married residents. Los Feliz ranks #5 with a score of 92.7/100 across 37 blocks, showing ≈20,250 never-married residents.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: never-married residents. 9,350 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
In Los Angeles, Koreatown (east), Hollywood, and Koreatown (east 2) are the highest-ranking areas. Koreatown (east) leads with a score of 97.8/100 across 37 blocks, showing ≈13,179 residents in 1-person nonfamily households. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Koreatown (east)in the Little Bangladesh districtalso spans KoreatownScore 98
The ACS household-size table crosses family status with size, and a one-person household is non-family by definition, so this is a single published cell.
Field
Ranks higher when
Weight
Why it’s here
Nonfamily households: 1-person household
higher
100%
The "non-family households: 1-person household" cell of the ACS 2018-2022 household-size table.
What this can’t tell you
Nothing about the age or income of the occupant, and nothing about whether the arrangement is by choice. It is a sample estimate, so small areas carry a wide margin of error.
Try changing it
· Compare against householders living alone, a 100% count of the same idea from the 2020 Census.
· Add the smallest homes to see where small households and small homes coincide.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of 1-person nonfamily households (higher ranks higher, with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below.
Koreatown (east) ranks #1 with a score of 97.8/100 across 37 blocks, containing ≈13,179 residents in 1-person nonfamily households. Hollywood ranks #2 with a score of 95/100 across 37 blocks, containing ≈9,865 residents in 1-person nonfamily households. Koreatown (east 2) ranks #3 with a score of 95/100 across 37 blocks, containing ≈10,749 residents in 1-person nonfamily households. Los Feliz ranks #4 with a score of 93.7/100 across 37 blocks, containing ≈8,485 residents in 1-person nonfamily households. Downtown Los Angeles ranks #5 with a score of 93.3/100 across 37 blocks, containing ≈18,238 residents in 1-person nonfamily households.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Nonfamily households: 1-person household (2022). 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do single-parent families live in Los Angeles?
Families with one householder, no spouse present, and own children under 18 — ACS 2018-2022 estimate
In Los Angeles, the areas with the highest scores for single-parent families are Westlake (Westlake South), South Park, and Vermont Knolls. Westlake (Westlake South) has the highest score at 97/100 across 37 blocks, containing ≈4,265 single-parent families. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Male-householder and female-householder families with no spouse present and own children under 18 are published as separate cells; both are summed here so the count covers single fathers and single mothers alike.
Field
Ranks higher when
Weight
Why it’s here
single-parent families
higher
100%
The male- and female-householder "no spouse present, with own children under 18" cells of the ACS 2018-2022 family table, summed.
What this can’t tell you
Nothing about income, working hours or support networks, and it does not capture a single parent living in someone else's household — the table counts families by their householder.
Try changing it
· Add education venues to see which of these areas already have childcare and schooling nearby.
· Compare against grandchildren living with grandparents for a fuller caregiving picture.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on single-parent families, with higher ranks indicating a greater presence (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westlake (Westlake South) ranks #1 with a score of 97/100 across 37 blocks, containing ≈4,265 single-parent families. South Park ranks #2 with a score of 96.1/100 across 37 blocks, containing ≈2,525 single-parent families. Vermont Knolls ranks #3 with a score of 95.2/100 across 37 blocks, containing ≈2,545 single-parent families. Panorama City ranks #4 with a score of 93.6/100 across 37 blocks, containing ≈2,631 single-parent families. Vermont-Slauson ranks #5 with a score of 93.1/100 across 37 blocks, containing ≈1,918 single-parent families.
Fields scored: single-parent families. 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which parts of Los Angeles have the largest households?
Households of seven or more people — ACS 2018-2022 estimate
In Los Angeles, areas with the most households of 7 or more people include South Los Angeles, Vermont Square, and Pacoima. South Los Angeles ranks highest with a score of 97.8/100 across 37 blocks, containing approximately 1,442 households of 7 or more people. These areas represent clusters of high-scoring blocks.
Seven-or-more is the top band of the ACS household-size table. Family and non-family households are published separately at that size and are summed here, so the count covers both.
Field
Ranks higher when
Weight
Why it’s here
households of 7 or more people
higher
100%
The family and non-family "7-or-more person household" cells of the ACS 2018-2022 household-size table, summed and ranked once.
What this can’t tell you
It does not distinguish a large family from a shared house, and it says nothing about crowding — the number of rooms is a separate table that is not crossed with household size.
Try changing it
· Add homes with seven or more rooms to compare household size against home size, as an overlap.
· Compare against families with own children under 18.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis identifies areas in Los Angeles with a higher concentration of households containing 7 or more people. The ranking is based on a score where a higher score indicates more such households, with a weight of 0.9 applied.
South Los Angeles ranks #1 with a score of 97.8/100 across 37 blocks, showing approximately 1,442 households of 7 or more people. Vermont Square ranks #2 with a score of 95.8/100 across 37 blocks, with approximately 992 households of 7 or more people. Pacoima ranks #3 with a score of 95.2/100 across 37 blocks, with approximately 861 households of 7 or more people. Florence ranks #4 with a score of 95.1/100 across 37 blocks, with approximately 1,122 households of 7 or more people. Broadway Manchester ranks #5 with a score of 94/100 across 37 blocks, with approximately 873 households of 7 or more people.
Each area listed is a cluster of high-scoring blocks, grouped within a 1,200 m radius.
Fields scored: households of 7 or more people. 9,341 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which Los Angeles areas have many young children but few childcare and school venues?
Gap index — ACS 2018-2022 children under 6 ranked against mapped education venues
In Los Angeles, the highest-ranking areas are Vermont Knolls, Broadway Manchester, and Panorama City (North Hills East Neighborhood Council District). Vermont Knolls leads with a score of 85.5/100 across 37 blocks, showing ≈14 education venues nearby and ≈2,572 children under 6 in families. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Van Nuysin the Greater Valley Glen Neighborhood Council District districtScore 82
≈5 education venues nearby
≈1,523 children under 6 in families
How this query was built
Children under six ranked high against mapped education and childcare venues ranked low. It is the demand-versus-provision view for early-years services.
Field
Ranks higher when
Weight
Why it’s here
education competition
lower
45%
Count of all mapped education and childcare venues, scored inverted so thinner presence ranks higher.
children under 6 in families
higher
55%
The under-3, 3-4 and 5-year-old cells across all family types in the ACS 2018-2022 children-in-households table, summed and ranked once.
What this can’t tell you
Mapped venue counts carry no capacity, no waiting lists and no licensing, so a single large nursery counts the same as a small one. Thin mapped presence is not proof that provision is missing.
Try changing it
· Swap in single-parent families to focus on households likelier to need full-day care.
· Raise the venue weight to prioritise areas with the thinnest existing provision.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on education competition (lower ranks higher, weight 0.45) and children under 6 in families (higher ranks higher, weight 0.55). The top-scoring blocks are then grouped into the areas below.
Vermont Knolls ranks #1 with a score of 85.5/100 across 37 blocks, with ≈14 education venues nearby and ≈2,572 children under 6 in families. Broadway Manchester ranks #2 with a score of 84.7/100 across 37 blocks, with ≈17 education venues nearby and ≈1,798 children under 6 in families. Panorama City (North Hills East Neighborhood Council District) ranks #3 with a score of 84.7/100 across 37 blocks, with ≈15 education venues nearby and ≈3,503 children under 6 in families. Florence ranks #4 with a score of 84.5/100 across 37 blocks, with ≈19 education venues nearby and ≈2,646 children under 6 in families. Van Nuys (Greater Valley Glen Neighborhood Council District) ranks #5 with a score of 81.8/100 across 37 blocks, with ≈5 education venues nearby and ≈1,523 children under 6 in families.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: education competition and children under 6 in families. 9,344 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are people living alone concentrated in Los Angeles?
Householders living alone on 1 April 2020 — US Census 2020
In Los Angeles, the highest-ranking areas are 34.062, -118.300, Hollywood, and Westlake. 34.062, -118.300 leads with a score of 98/100 across 37 blocks, where the data shows ≈13,810 householders living alone. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The 2020 Census relationship table crosses householder status with sex and with living alone, so this is a published cell rather than something inferred by overlaying household size onto a population count.
Field
Ranks higher when
Weight
Why it’s here
householders living alone
higher
100%
The male and female "householder living alone" cells of the 2020 Census relationship table, summed and ranked once.
What this can’t tell you
Nothing about age, income or whether living alone is by choice. It counts householders, so it excludes anyone living alone in group quarters.
Try changing it
· Add eat-and-drink venues to see where solo living and everyday amenities coincide.
· Compare against residents aged 65 and over to see where the two overlap.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on householders living alone (higher ranks higher, with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below.
34.062, -118.300 ranks #1 with a score of 98/100 across 37 blocks, showing ≈13,810 householders living alone. Hollywood ranks #2 with a score of 95.8/100 across 37 blocks, showing ≈10,707 householders living alone. Westlake ranks #3 with a score of 95.8/100 across 37 blocks, showing ≈9,650 householders living alone. Los Feliz (Los Feliz Neighborhood Council District) ranks #4 with a score of 92.7/100 across 37 blocks, showing ≈7,827 householders living alone. Mid-Wilshire ranks #5 with a score of 91.7/100 across 37 blocks, showing ≈7,331 householders living alone.
Fields scored: householders living alone. 9,338 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Same-sex spouses and unmarried partners on 1 April 2020 — US Census 2020
In Los Angeles, the highest-ranking areas are East Hollywood (Virgil Village), Hollywood, and 34.065, -118.293. East Hollywood (Virgil Village) leads with a score of 96.4/100 across 37 blocks, showing ≈493 same-sex spouses and unmarried partners. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
East Hollywoodin the Virgil Village districtScore 96
The 2020 Census was the first to publish same-sex spouses and same-sex unmarried partners as their own cells rather than folding them into an unmarried-partner total. Both are summed here, so the count covers married and cohabiting couples alike.
Field
Ranks higher when
Weight
Why it’s here
same-sex spouses and unmarried partners
higher
100%
The same-sex spouse and same-sex unmarried-partner cells of the 2020 Census relationship table, summed and ranked once.
What this can’t tell you
It counts partners in couple households only, so it is not a measure of the wider LGBTQ+ population, which the census does not enumerate. It says nothing about income, age or how long anyone has lived here.
Try changing it
· Add eat-and-drink or nightlife venues to see where these households and social venues coincide.
· Compare against householders living alone to contrast household forms.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on same-sex spouses and unmarried partners, where higher numbers result in higher ranks (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
East Hollywood (Virgil Village) ranks #1 with a score of 96.4/100 across 37 blocks, showing ≈493 same-sex spouses and unmarried partners. Hollywood ranks #2 with a score of 96.1/100 across 37 blocks, showing ≈663 same-sex spouses and unmarried partners. 34.065, -118.293 ranks #3 with a score of 95.3/100 across 37 blocks, showing ≈528 same-sex spouses and unmarried partners. Mid-Wilshire (Park La Brea) ranks #4 with a score of 93.9/100 across 37 blocks, showing ≈458 same-sex spouses and unmarried partners. Thai Town ranks #5 with a score of 93.2/100 across 37 blocks, showing ≈455 same-sex spouses and unmarried partners.
Fields scored: same-sex spouses and unmarried partners. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do rental housing and transit access coincide in Los Angeles?
Overlap index — 2020 Census renter-occupied units ranked with transit stop density
In Los Angeles, Koreatown, Downtown Los Angeles, and Thai Town are the highest-ranking areas. Koreatown leads with a score of 63.6/100 across 37 blocks, featuring ≈30,362 residents (renter occupied) and ≈7 transit stops. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Renter-occupied units ranked alongside transit stop density, both high. Renters are more transit-dependent than owners on average, so this is the combination a rental platform or build-to-rent operator cares about.
Field
Ranks higher when
Weight
Why it’s here
transit stop count
higher
40%
Count of transit stops reachable from the hex.
Renter occupied
higher
60%
The "renter occupied" cell of the 2020 Census tenure table — a 100% count of occupied units.
What this can’t tell you
It cannot say the renters use the transit — the US extract carries no commute-mode table. Stop count is not frequency, and tenure counts units rather than households.
Try changing it
· Add pedestrian street length to weigh walkability alongside transit.
· Swap renter-occupied units for large apartment buildings to focus on dense stock.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis ranks every block in Los Angeles based on transit stop count (weighted 0.4) and renter occupied residents (weighted 0.6). The top-scoring blocks are then grouped into the areas listed below.
Koreatown ranks #1 with a score of 63.6/100 across 37 blocks, showing ≈30,362 residents (renter occupied) and ≈7 transit stops. Downtown Los Angeles ranks #2 with a score of 60.2/100 across 37 blocks, with ≈25,895 residents (renter occupied) and ≈15 transit stops. Thai Town ranks #3, scoring 59.9/100 across 37 blocks, and has ≈17,224 residents (renter occupied) and ≈6 transit stops. Westlake (Westlake South) ranks #4 with a score of 58.7/100 across 37 blocks, showing ≈20,722 residents (renter occupied) and ≈1 transit stop. Hollywood ranks #5, scoring 57.6/100 across 37 blocks, with ≈17,050 residents (renter occupied) and ≈2 transit stops.
Each identified area is a cluster of high-scoring blocks, grouped when within a 1,200 m radius.
Fields scored: transit stop count and Renter occupied (2020). 9,340 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Housing units owned free and clear, with no mortgage — US Census 2020
For Los Angeles, the areas with the highest scores are Westwood, Sawtelle (Westdale), and Venice. Westwood scores 93.3/100 across 37 blocks, containing ≈1,917 residents (owned free and clear). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
A published cell of the 2020 Census tenure table: occupied units whose owner carries no mortgage or loan. It is a 100% count and a distinct signal from ownership generally.
Field
Ranks higher when
Weight
Why it’s here
Owned free and clear
higher
100%
The "owned free and clear" cell of the 2020 Census tenure table — occupied units with no mortgage.
What this can’t tell you
Mortgage-free does not mean high income or high value — it tracks longer tenure and older owners, and the census carries no owner age, so that reading is not available here.
Try changing it
· Compare against residents aged 65 and over, as an overlap rather than a claim about owners.
· Add home value brackets to separate high-value outright ownership from the rest.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on Owned free and clear, with higher ranks indicating higher scores (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westwood ranks #1 with a score of 93.3/100 across 37 blocks, containing ≈1,917 residents (owned free and clear). Sawtelle (Westdale) ranks #2 with a score of 82.4/100 across 37 blocks, containing ≈1,017 residents (owned free and clear). Venice ranks #3 with a score of 78.1/100 across 37 blocks, containing ≈891 residents (owned free and clear). Westchester ranks #4 with a score of 77.9/100 across 37 blocks, containing ≈971 residents (owned free and clear). Del Rey ranks #5 with a score of 77.7/100 across 37 blocks, containing ≈1,106 residents (owned free and clear).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Owned free and clear (2020). 9,336 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are Los Angeles's large apartment buildings?
Housing units in structures of 50 or more units — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Koreatown, Downtown, and Hollywood. Koreatown leads with a score of 98/100 across 37 blocks, where the data shows ≈14,403 residents (50 or more). Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The top band of the ACS units-in-structure table: homes in buildings with 50 or more units. It is the closest thing the extract has to a high-rise measure.
Field
Ranks higher when
Weight
Why it’s here
50 or more
higher
100%
The "50 or more units" cell of the ACS 2018-2022 units-in-structure table.
What this can’t tell you
Unit count is not height — a 50-unit walk-up complex and a tower both land here. It says nothing about tenure, rent or building age.
Try changing it
· Add transit stops to see where dense housing and transit access coincide, as an index.
· Add renter-occupied units to see how much of this stock is rented.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on 50 or more (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius. Koreatown ranks #1 with a score of 98/100 across 37 blocks, showing ≈14,403 residents (50 or more). Downtown ranks #2 with a score of 97.4/100 across 37 blocks, showing ≈28,263 residents (50 or more). Hollywood ranks #3 with a score of 95.1/100 across 37 blocks, showing ≈8,695 residents (50 or more). Woodland Hills ranks #4 with a score of 91.3/100 across 37 blocks, showing ≈6,861 residents (50 or more). Mid-Wilshire ranks #5 with a score of 90.8/100 across 37 blocks, showing ≈6,684 residents (50 or more).
Fields scored: 50 or more (2022). 9,335 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where is owner-occupied housing concentrated in Los Angeles?
Owner-occupied housing units, mortgaged and owned outright — US Census 2020
In Los Angeles, the areas with the highest rankings are Westwood, Exposition Park, and Vermont-Slauson. Westwood leads with a score of 92.4/100 across 37 blocks, showing approximately 6,223 owner-occupied units. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
The 2020 Census splits ownership into units held with a mortgage and units owned free and clear. Both are summed here, because owner-occupied means both — taking only the mortgaged cell would miss outright owners entirely.
Field
Ranks higher when
Weight
Why it’s here
owner-occupied units
higher
100%
The "owned with a mortgage or a loan" and "owned free and clear" cells of the 2020 Census tenure table, summed and ranked once.
What this can’t tell you
It counts units, not owners, and says nothing about home value, equity or how long the owner has been there.
Try changing it
· Swap in units owned free and clear to isolate mortgage-free ownership.
· Add home value brackets to see where ownership and high-value housing coincide.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis ranks every block in Los Angeles based on owner-occupied units, with higher ranks indicating more units (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Westwood ranks #1 with a score of 92.4/100 across 37 blocks, containing approximately 6,223 owner-occupied units. Exposition Park ranks #2 with a score of 86.3/100 across 37 blocks, containing approximately 3,955 owner-occupied units. Vermont-Slauson ranks #3 with a score of 84.2/100 across 37 blocks, containing approximately 4,067 owner-occupied units. Winnetka ranks #4 with a score of 83.2/100 across 37 blocks, containing approximately 3,775 owner-occupied units. Sunland ranks #5 with a score of 83/100 across 37 blocks, containing approximately 3,759 owner-occupied units.
Each area is a cluster of high-scoring blocks, grouped when they are within a 1,200 m radius of each other.
Fields scored: owner-occupied units. 9,343 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where is renter-occupied housing concentrated in Los Angeles?
Renter-occupied housing units — US Census 2020
In Los Angeles, Koreatown (Little Bangladesh), Westlake (east), and Los Feliz (Los Feliz Neighborhood Council District) are the highest-ranking areas. Koreatown (Little Bangladesh) leads with a score of 98.5/100 across 37 blocks, showing ≈33,409 residents (renter occupied). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Koreatownin the Little Bangladesh districtScore 99
A single cell of the 2020 Census tenure table, counted for every occupied housing unit rather than estimated from a sample. Tenure is one of the few housing questions asked of everyone.
Field
Ranks higher when
Weight
Why it’s here
Renter occupied
higher
100%
The "renter occupied" cell of the 2020 Census tenure table — a 100% count of occupied housing units.
What this can’t tell you
It counts units, not people, and says nothing about rent levels, lease type or whether a unit is rent-stabilised.
Try changing it
· Swap in owner-occupied units to see the opposite pattern.
· Add transit stops to see where rental housing and transit access coincide, as an index.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on Renter occupied, with higher values ranking higher (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Koreatown (Little Bangladesh) ranks #1 with a score of 98.5/100 across 37 blocks, showing ≈33,409 residents (renter occupied). Westlake (east) ranks #2 with a score of 95.3/100 across 37 blocks, showing ≈23,513 residents (renter occupied). Los Feliz (Los Feliz Neighborhood Council District) ranks #3 with a score of 94.3/100 across 37 blocks, showing ≈19,790 residents (renter occupied). Hollywood ranks #4 with a score of 92.4/100 across 37 blocks, showing ≈17,050 residents (renter occupied). Westlake (north-east) ranks #5 with a score of 90/100 across 37 blocks, showing ≈12,955 residents (renter occupied).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Renter occupied (2020). 9,340 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
In Los Angeles, the highest-ranking areas are Tarzana (Tarzana Neighborhood Council District), Woodland Hills-Warner Center Neighborhood Council District, and Woodland Hills (Woodland Hills-Warner Center Neighborhood Council District). Tarzana (Tarzana Neighborhood Council District) leads with a score of 90.4/100 across 37 blocks, where the data shows median gross rent: €3,408. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Tarzanain the Tarzana Neighborhood Council District districtScore 90
median gross rent: €3,408
Woodland Hills-Warner Center Neighborhood Council DistrictScore 90
median gross rent: €3,379
Woodland Hillsin the Woodland Hills-Warner Center Neighborhood Council District districtScore 88
median gross rent: €3,313
Westchesterin the Los Angeles County districtScore 87
The ACS publishes a gross rent figure per block group, covering rent plus tenant-paid utilities. As with income, the hex value is a population-weighted average of the block-group figures, so this page describes a rent level rather than quoting a neighbourhood median.
Field
Ranks higher when
Weight
Why it’s here
Median gross rent
higher
100%
The ACS 2018-2022 gross rent figure per block group, population-weighted onto the hex grid.
What this can’t tell you
No hex holds a median. It covers units with cash rent only, so rent-stabilised and no-cash-rent units distort the picture, and it is a five-year sample figure in 2022 dollars rather than an asking rent today.
Try changing it
· Switch to the rent-burden count to see cost pressure relative to income.
· Add transit stops to compare rent levels against transit access, as an index.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on median gross rent, with higher rent receiving a higher rank (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Tarzana (Tarzana Neighborhood Council District) ranks #1 with a score of 90.4/100 across 37 blocks, showing a median gross rent of €3,408. Woodland Hills-Warner Center Neighborhood Council District ranks #2 with a score of 89.6/100 across 37 blocks, showing a median gross rent of €3,379. Woodland Hills (Woodland Hills-Warner Center Neighborhood Council District) ranks #3 with a score of 88.1/100 across 37 blocks, showing a median gross rent of €3,313. Westchester (Los Angeles County) ranks #4 with a score of 87.1/100 across 37 blocks, showing a median gross rent of €3,283. Studio City ranks #5 with a score of 88.5/100 across 36 blocks, showing a median gross rent of €3,311.
Fields scored: Median gross rent (2022). 8,244 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Housing units built in 2010 or later — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Downtown, Koreatown, and Hollywood. Downtown leads with a score of 95.7/100 across 37 blocks, where the data shows ≈10,496 housing units built 2010 or later. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
North Hollywood Neighborhood Council DistrictScore 87
≈1,380 housing units built 2010 or later
How this query was built
The 2020-or-later and 2010-2019 cells of the ACS year-built table, summed into a count of housing completed in the decade or so before the survey period.
Field
Ranks higher when
Weight
Why it’s here
housing units built 2010 or later
higher
100%
The "built 2020 or later" and "built 2010 to 2019" cells of the ACS 2018-2022 year-built table, summed and ranked once.
What this can’t tell you
This is the age of the stock as recorded up to 2022, not construction activity and not a trend: the extract holds one survey period, so nothing here describes how an area has changed or where building is happening now.
Try changing it
· Swap in pre-1940 housing for the opposite end of the stock.
· Add home value brackets to see where new housing and high values coincide.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on housing units built 2010 or later (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Downtown ranks #1 with a score of 95.7/100 across 37 blocks, showing ≈10,496 housing units built 2010 or later. Koreatown ranks #2 with a score of 95.4/100 across 37 blocks, showing ≈3,261 housing units built 2010 or later. Hollywood ranks #3 with a score of 93.4/100 across 37 blocks, showing ≈3,566 housing units built 2010 or later.
Westlake (Westlake South) ranks #4 with a score of 88.3/100 across 37 blocks, showing ≈1,262 housing units built 2010 or later. North Hollywood Neighborhood Council District ranks #5 with a score of 87.3/100 across 37 blocks, showing ≈1,380 housing units built 2010 or later. Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: housing units built 2010 or later. 9,339 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Housing units with a single room — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas are Westlake, Pico-Union and Downtown Los Angeles. Westlake leads with a score of 99.1/100 across 37 blocks, where the data shows ≈13,428 residents (1 room). Each area is a cluster of high-scoring blocks within a 1,200 m radius.
The ACS rooms table counts units by number of rooms; the one-room cell is the studio and single-room-occupancy stock. The US census measures home size in rooms rather than floor area.
Field
Ranks higher when
Weight
Why it’s here
1 room
higher
100%
The single-room cell of the ACS 2018-2022 rooms-per-unit table.
What this can’t tell you
A room count is not floor area, and the table says nothing about who lives in these units, what they cost, or whether they are occupied.
Try changing it
· Compare against one-person households to see where small homes and small households coincide.
· Swap in homes with seven or more rooms for the opposite end of the stock.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on 1 room (higher ranks higher, weight 0.9), then groups the top-scoring blocks into the areas below.
Westlake ranks #1 with a score of 99.1/100 across 37 blocks: ≈13,428 residents (1 room). Pico-Union ranks #2 with a score of 99.1/100 across 37 blocks: ≈11,292 residents (1 room). Downtown Los Angeles ranks #3 with a score of 97.5/100 across 37 blocks: ≈15,808 residents (1 room). Hollywood ranks #4 with a score of 95.8/100 across 37 blocks: ≈4,861 residents (1 room). Hollywood Studio District ranks #5 with a score of 95.1/100 across 37 blocks: ≈3,906 residents (1 room).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: 1 room (2022). 9,339 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Housing units built in 1939 or earlier — ACS 2018-2022 estimate
In Los Angeles, the highest-ranking areas for properties built in 1939 or earlier include 34.063, -118.304, Westlake, and East Hollywood (Virgil Village). 34.063, -118.304 has the highest score of 96.9/100 across 37 blocks, representing ≈9,665 residents. Each area consists of high-scoring blocks clustered within a 1,200 m radius.
The oldest band of the ACS year-built table. It is the standard US shorthand for pre-war stock and a strong signal for renovation, insulation and heritage-related demand.
Field
Ranks higher when
Weight
Why it’s here
Built 1939 or earlier
higher
100%
The 1939-or-earlier cell of the ACS 2018-2022 year-built table.
What this can’t tell you
Build year says nothing about condition, renovation history or whether a building is protected. Year built is reported for the structure, not for individual units.
Try changing it
· Add home value brackets to find older housing in high-value areas.
· Swap in housing built 2010 or later for the newest stock.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on properties built in 1939 or earlier (higher ranks higher, weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
34.063, -118.304 ranks #1 with a score of 96.9/100 across 37 blocks, representing ≈9,665 residents (built 1939 or earlier). Westlake ranks #2 with a score of 96.6/100 across 37 blocks, representing ≈9,871 residents (built 1939 or earlier). East Hollywood (Virgil Village) ranks #3 with a score of 95.4/100 across 37 blocks, representing ≈6,777 residents (built 1939 or earlier). Exposition Park ranks #4 with a score of 94.4/100 across 37 blocks, representing ≈5,587 residents (built 1939 or earlier). Echo Park ranks #5 with a score of 94.1/100 across 37 blocks, representing ≈6,003 residents (built 1939 or earlier).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Built 1939 or earlier (2022). 9,338 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do residents who identified as Asian alone live in Los Angeles?
Residents recorded as Asian alone, not Hispanic or Latino — US Census 2020
In Los Angeles, the top areas are Koreatown (east), Westlake, and Koreatown (north-east). Koreatown (east) has a score of 99.4/100 across 37 blocks, with ≈30,496 residents (not Hispanic or Latino: Asian alone). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
≈7,439 residents (not Hispanic or Latino: Asian alone)
North Hills East Neighborhood Council DistrictScore 91
≈6,514 residents (not Hispanic or Latino: Asian alone)
How this query was built
A published cell of the 2020 Census Hispanic-origin-by-race table, used under its own category name. "Alone" means respondents who selected a single race; people selecting two or more races are counted separately.
Field
Ranks higher when
Weight
Why it’s here
Not Hispanic or Latino: Asian alone
higher
100%
The "not Hispanic or Latino: Asian alone" cell of the 2020 Census Hispanic-origin-by-race table.
What this can’t tell you
This is self-identified race, not nativity, citizenship, language or national origin — the US extract has no place-of-birth table — and it is not a proxy for income or cuisine preference. It also collapses very different communities into one category.
Try changing it
· Compare against the Hispanic or Latino count to see how the two categories are distributed.
· Add retail venues to compare commercial density against resident composition, as an overlap.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on residents (not Hispanic or Latino: Asian alone), with higher ranks indicating more residents and a weight of 0.9. The top-scoring blocks are then grouped into the areas listed below.
Koreatown (east) ranks #1 with a score of 99.4/100 across 37 blocks, containing ≈30,496 residents (not Hispanic or Latino: Asian alone). Westlake ranks #2 with a score of 97/100 across 37 blocks, containing ≈16,774 residents (not Hispanic or Latino: Asian alone). Koreatown (north-east) ranks #3 with a score of 93.9/100 across 37 blocks, containing ≈9,628 residents (not Hispanic or Latino: Asian alone). Mar Vista ranks #4 with a score of 91.5/100 across 37 blocks, containing ≈7,439 residents (not Hispanic or Latino: Asian alone). North Hills East Neighborhood Council District ranks #5 with a score of 91/100 across 37 blocks, containing ≈6,514 residents (not Hispanic or Latino: Asian alone).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: Not Hispanic or Latino: Asian alone (2020). 9,339 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do residents who identified as Black or African American alone live in Los Angeles?
Residents recorded as Black or African American alone, not Hispanic or Latino — US Census 2020
In Los Angeles, the highest-ranking areas are Vermont Knolls (south-east), Hyde Park, and Leimert Park. Vermont Knolls (south-east) leads with a score of 98.1/100 across 37 blocks, showing ≈11,623 residents (not Hispanic or Latino: Black or African American alone). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
≈8,761 residents (not Hispanic or Latino: Black or African American alone)
How this query was built
A published cell of the 2020 Census Hispanic-origin-by-race table, used under its own category name. "Alone" means respondents who selected a single race.
Field
Ranks higher when
Weight
Why it’s here
Not Hispanic or Latino: Black or African American alone
higher
100%
The "not Hispanic or Latino: Black or African American alone" cell of the 2020 Census Hispanic-origin-by-race table.
What this can’t tell you
This is self-identified race and nothing more. It is not a measure of nativity, income, tenure or any social outcome, and pairing it with such a measure would produce an overlap of places, never a statement about people.
Try changing it
· Compare against the Hispanic or Latino count to see how the two categories are distributed.
· View household income brackets separately rather than as a combined score.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of residents identified as Not Hispanic or Latino: Black or African American alone, with higher ranks indicating a greater presence (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Vermont Knolls (south-east) ranks #1 with a score of 98.1/100 across 37 blocks, containing ≈11,623 residents (not Hispanic or Latino: Black or African American alone). Hyde Park ranks #2 with a score of 97.5/100 across 37 blocks, containing ≈10,787 residents (not Hispanic or Latino: Black or African American alone). Leimert Park ranks #3 with a score of 96.9/100 across 37 blocks, containing ≈10,310 residents (not Hispanic or Latino: Black or African American alone). Vermont Vista ranks #4 with a score of 96.5/100 across 37 blocks, containing ≈8,766 residents (not Hispanic or Latino: Black or African American alone). Vermont Knolls (south-east 2) ranks #5 with a score of 95.9/100 across 37 blocks, containing ≈8,761 residents (not Hispanic or Latino: Black or African American alone).
Each area is formed by clustering high-scoring blocks within a 1,200 m radius.
Fields scored: Not Hispanic or Latino: Black or African American alone (2020). 9,337 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where do Hispanic or Latino residents live in Los Angeles?
Residents who identified as Hispanic or Latino in the 2020 Census
In Los Angeles, Central Almeda, Westlake, and Vermont Square are the highest-ranking areas. Central Almeda leads with a score of 97.5/100 across 37 blocks, containing ≈39,979 residents identified as Hispanic or Latino. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Panorama Cityin the North Hills East Neighborhood Council District districtScore 94
≈41,724 residents (hispanic or Latino)
How this query was built
The 2020 Census asks Hispanic or Latino origin separately from race and publishes the two crossed, so this is a direct 100% count of everyone who identified as Hispanic or Latino, of any race.
Field
Ranks higher when
Weight
Why it’s here
Hispanic or Latino
higher
100%
The "Hispanic or Latino" cell of the 2020 Census Hispanic-origin-by-race table — a self-identified 100% count, of any race.
What this can’t tell you
Hispanic or Latino origin is a self-identified census category. It is not a measure of nativity, citizenship, language spoken or country of origin — the US extract carries no place-of-birth table at all — and it must not be read as a proxy for any of them, or for income.
Try changing it
· Compare against the race categories to see how origin and race intersect in each area.
· Add eat-and-drink venues to compare the local food scene against resident composition, as an overlap.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis ranks every block in Los Angeles based on the presence of residents identified as Hispanic or Latino, with higher ranks indicating a greater presence (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Central Almeda ranks #1 with a score of 97.5/100 across 37 blocks, encompassing ≈39,979 residents identified as Hispanic or Latino. Westlake ranks #2 with a score of 97.1/100 across 37 blocks, with ≈53,548 residents identified as Hispanic or Latino. Vermont Square ranks #3 with a score of 94.9/100 across 37 blocks, containing ≈32,548 residents identified as Hispanic or Latino. Florence ranks #4 with a score of 94.6/100 across 37 blocks, with ≈31,277 residents identified as Hispanic or Latino. Panorama City ranks #5 with a score of 93.8/100 across 37 blocks, encompassing ≈41,724 residents identified as Hispanic or Latino.
Fields scored: Hispanic or Latino (2020). 9,346 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where is it easiest to live without a car in Los Angeles?
Car-light access index — transit stops, bike-share docks and car-share pickup points
In Los Angeles, the highest-ranking areas are Historic Core, Koreatown and Downtown (Jewelry District). Historic Core leads with a score of 14.8/100 across 37 blocks, where the data shows ≈32 transit stops, ≈0 bike-share points and ≈0 car rental points. Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Three mobility signals that substitute for car ownership: transit stops, bike-share docks, and car rental or car-share pickup points. All three are network infrastructure, so the index stays inside one universe.
Field
Ranks higher when
Weight
Why it’s here
transit stop count
higher
50%
Count of transit stops reachable from the hex.
bike share count
higher
25%
Bike rental and bike parking points in the hex.
car rental count
higher
25%
Car rental and car-sharing pickup points in the hex.
What this can’t tell you
It counts infrastructure, not service — nothing about frequency, reliability, operating hours or cost. The US extract carries no vehicle-availability or commute-mode table, so this cannot be checked against how people actually travel.
Try changing it
· Add grocery stores to weigh everyday errands against mobility options.
· Raise the transit weight if fixed-route service matters more than shared vehicles.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on transit stop count (higher ranks higher, weight 0.5), bike share count (higher ranks higher, weight 0.25) and car rental count (higher ranks higher, weight 0.25), then groups the top-scoring blocks into the areas below.
Historic Core ranks #1 with a score of 14.8/100 across 37 blocks, showing ≈32 transit stops, ≈0 bike-share points and ≈0 car rental points. Koreatown ranks #2 with a score of 7.4/100 across 37 blocks, showing ≈7 transit stops, ≈0 bike-share points and ≈1 car rental points. Downtown (Jewelry District) ranks #3 with a score of 5.4/100 across 37 blocks, showing ≈9 transit stops, ≈0 bike-share points and ≈0 car rental points. Thai Town ranks #4 with a score of 5.4/100 across 37 blocks, showing ≈6 transit stops, ≈0 bike-share points and ≈0 car rental points. Leimert Park ranks #5 with a score of 5.4/100 across 37 blocks, showing ≈5 transit stops, ≈0 bike-share points and ≈0 car rental points.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: transit stop count, bike share count and car rental count. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Walkability index — pedestrian street length ranked with transit stop density
In Los Angeles, the highest-ranking areas are Historic Core, Koreatown, and Downtown (Jewelry District). Historic Core leads with a score of 11.8/100 across 37 blocks, featuring ≈0 km of walkable streets and ≈32 transit stops. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Two network measures from the same universe: metres of pedestrian-friendly street, and how many transit stops are within reach. Together they describe how far you can get on foot and what you can reach from there.
Field
Ranks higher when
Weight
Why it’s here
pedestrian length m
higher
60%
Metres of pedestrian-friendly street in the hex.
transit stop count
higher
40%
Count of transit stops reachable from the hex.
What this can’t tell you
It measures network form, not experience — nothing about crossing safety, pavement quality, gradient, lighting or traffic. It is an index over places, not a score anyone has walked.
Try changing it
· Add eat-and-drink venues to weigh what is actually within walking distance.
· Raise the transit weight to lean the index toward public-transport access.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on pedestrian length in meters (higher ranks higher, weight 0.6) and transit stop count (higher ranks higher, weight 0.4). The top-scoring blocks are then grouped into the areas listed below.
Historic Core ranks #1 with a score of 11.8/100 across 37 blocks, showing ≈0 km of walkable streets and ≈32 transit stops. Koreatown ranks #2 with a score of 5.4/100 across 37 blocks, with ≈0 km of walkable streets and ≈7 transit stops. Downtown (Jewelry District) ranks #3 with a score of 4.3/100 across 37 blocks, featuring ≈0 km of walkable streets and ≈9 transit stops. Thai Town ranks #4 with a score of 4.3/100 across 37 blocks, with ≈0 km of walkable streets and ≈6 transit stops. Leimert Park ranks #5 with a score of 4.3/100 across 37 blocks, showing ≈0 km of walkable streets and ≈5 transit stops.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: pedestrian length m and transit stop count. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where are Los Angeles's nightlife areas with the best transit access?
Overlap index — mapped nightlife venues ranked with transit stop density
In Los Angeles, the top-ranking areas are Jewelry District, Hollywood, and Little Armenia (Los Angeles County). Jewelry District leads with a score of 50.5/100 across 37 blocks, featuring ≈89 bars & nightlife venues nearby and ≈16 transit stops. Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Bar and nightlife venue density ranked alongside transit stop density, both high. Getting home is part of a night out, so venue clusters with strong transit are a different proposition from isolated ones.
Field
Ranks higher when
Weight
Why it’s here
bar and nightlife
higher
60%
Count of all mapped bar and nightlife venues in the hex.
transit stop count
higher
40%
Count of transit stops reachable from the hex.
What this can’t tell you
Stop presence is not late-night service — the data carries no operating hours for either the venues or the transit, so a cluster served only by a daytime route ranks the same as one on a night line.
Try changing it
· Add pedestrian street length to favour walkable venue clusters.
· Swap nightlife for eat-and-drink venues to widen it to the whole evening economy.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis ranks every block in Los Angeles based on the presence of bars and nightlife (weighted 0.6) and the count of transit stops (weighted 0.4). The top-scoring blocks are then grouped into the areas listed below.
Jewelry District ranks #1 with a score of 50.5/100 across 37 blocks, showing ≈89 bars & nightlife venues nearby and ≈16 transit stops. Hollywood ranks #2 with a score of 29.1/100 across 37 blocks, with ≈63 bars & nightlife venues nearby and ≈2 transit stops. Little Armenia (Los Angeles County) ranks #3 with a score of 25.1/100 across 37 blocks, featuring ≈19 bars & nightlife venues nearby and ≈4 transit stops. Fairfax ranks #4 with a score of 24.8/100 across 36 blocks, with ≈22 bars & nightlife venues nearby and ≈2 transit stops. Toy District ranks #5 with a score of 38.2/100 across 20 blocks, showing ≈18 bars & nightlife venues nearby and ≈22 transit stops.
Fields scored: bar and nightlife and transit stop count. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Which populated parts of Los Angeles have the fewest transit stops?
Coverage gap index — 2020 Census resident counts ranked against transit stop density
In Los Angeles, the highest-ranking areas are Westlake South, Central Almeda and Koreatown (Little Bangladesh). Westlake South leads with a score of 97.2/100 across 37 blocks, where the data shows ≈0 transit stops and ≈60,444 residents (total). Each area is a cluster of high-scoring blocks within a 1,200 m radius.
Population ranked high against transit stop count ranked low, so areas with many residents and thin stop coverage rise to the top.
Field
Ranks higher when
Weight
Why it’s here
transit stop count
lower
50%
Count of transit stops reachable from the hex, scored inverted so thinner coverage ranks higher.
Total
higher
50%
The 2020 Census resident count — the demand side of the blend.
What this can’t tell you
Stop count is not service: a hex with one frequent subway entrance can rank worse than one with four infrequent bus stops while being far better connected. It says nothing about frequency, span or reliability.
Try changing it
· Add pedestrian street length to weigh walk access to the stops that do exist.
· Swap residents for renter-occupied units to focus on a specific housing profile.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles on transit stop count (lower ranks higher, weight 0.5) and Total (higher ranks higher, weight 0.5), then groups the top-scoring blocks into the areas below.
Westlake South ranks #1 with a score of 97.2/100 across 37 blocks: ≈0 transit stops and ≈60,444 residents (total). Central Almeda ranks #2 with a score of 96.9/100 across 37 blocks: ≈0 transit stops and ≈45,203 residents (total). Koreatown (Little Bangladesh) ranks #3 with a score of 95.7/100 across 37 blocks: ≈1 transit stops and ≈64,326 residents (total). Vermont Square ranks #4 with a score of 95.6/100 across 37 blocks: ≈0 transit stops and ≈41,194 residents (total). Westlake ranks #5 with a score of 95.5/100 across 37 blocks: ≈0 transit stops and ≈51,014 residents (total).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: transit stop count and Total (2020). 9,351 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
In Los Angeles, the areas with the highest building volume are Downtown (Jewelry District), Koreatown, and Hollywood. Downtown (Jewelry District) stands out with a score of 99.3/100 across 37 blocks, showing ≈63.9 million m³ of building volume. These areas represent clusters of high-scoring blocks within a 1,200 m radius.
All fourteen mapped building types summed into one figure, so the answer is total built mass rather than any single use. The members are added before ranking, which is why this reads as a measurement and not as an index of separate signals.
Field
Ranks higher when
Weight
Why it’s here
building volume
higher
100%
Every mapped building subtype, summed — the area's total built volume in m3.
What this can’t tell you
Volume is not population, floor area or occupancy: a warehouse and an apartment block of the same size count the same. It also says nothing about height — a wide low building can out-measure a narrow tall one — and heights are partly modelled where Overture lacks a measurement.
Try changing it
· Drop everything but residential to see where people are housed rather than where mass is.
· Swap in commercial and retail only for a view of the working city.
· Add resident counts to compare built mass against how many people it holds.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This analysis ranks every block in Los Angeles based on building volume, with higher volume receiving a higher rank (weight 0.9). The top-scoring blocks are then grouped into the areas listed below.
Downtown (Jewelry District) ranks #1 with a score of 99.3/100 across 37 blocks, showing ≈63.9 million m³ of building volume. Koreatown ranks #2 with a score of 96.1/100 across 37 blocks, showing ≈25.6 million m³ of building volume. Hollywood ranks #3 with a score of 94.2/100 across 37 blocks, showing ≈18.4 million m³ of building volume. Downtown Los Angeles ranks #4 with a score of 93.5/100 across 37 blocks, showing ≈15.5 million m³ of building volume. Westlake ranks #5 with a score of 93.2/100 across 37 blocks, showing ≈15.3 million m³ of building volume.
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: building volume. 9,334 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Where is the group-quarters population concentrated in Los Angeles?
Residents in dormitories, care facilities and other group quarters — US Census 2020
In Los Angeles, the highest-ranking areas are Downtown Los Angeles, University Park, and Westlake. Downtown Los Angeles leads with a score of 95.3/100 across 37 blocks, showing ≈7,299 residents (in group quarters). Each area represents a cluster of high-scoring blocks within a 1,200 m radius.
Group quarters — university dormitories, nursing facilities, correctional facilities, military barracks — are counted in the population total but excluded from every household and family table. Mapping them explains why some areas carry a large population with very few households.
Field
Ranks higher when
Weight
Why it’s here
In group quarters
higher
100%
The "in group quarters" cell of the 2020 Census relationship table — residents not living in private households.
What this can’t tell you
This count does not distinguish a dormitory from a care home or a correctional facility; the institutional and non-institutional split is a separate pair of cells and is not broken out here.
Try changing it
· Compare against residents aged 18-24 to find dormitory-driven concentrations.
· Compare against residents aged 65 and over to find care-facility concentrations.
All of these are adjustable on the Los Angeles map on the Free Tier.
Full breakdown & sources
This query ranks every block in Los Angeles based on the presence of residents in group quarters (higher ranks indicate more residents in group quarters, with a weight of 0.9). The top-scoring blocks are then grouped into the areas listed below.
Downtown Los Angeles ranks #1 with a score of 95.3/100 across 37 blocks, showing ≈7,299 residents (in group quarters). University Park ranks #2 with a score of 93.5/100 across 37 blocks, showing ≈7,345 residents (in group quarters). Westlake ranks #3 with a score of 91.8/100 across 37 blocks, showing ≈3,711 residents (in group quarters). Hollywood ranks #4 with a score of 90.1/100 across 37 blocks, showing ≈2,277 residents (in group quarters). Los Feliz ranks #5 with a score of 89/100 across 37 blocks, showing ≈2,552 residents (in group quarters).
Each area is a cluster of high-scoring blocks grouped within a 1,200 m radius.
Fields scored: In group quarters (2020). 9,339 of 10,234 blocks in Los Angeles were eligible and ranked. Last computed 2026-08-12.
Every query ranks Los Angeles block by block on the fields it names, combines those ranks into a 0–100 score using the weights shown, then groups the highest-scoring blocks into areas. Sources: US Census 2020 (NHGIS). Because the score is a blend of ranks rather than a ratio, it tells you how areas compare with each other — not how many of anything there are per resident.
Each block is scored as a weighted percentile rank over available signals, renormalised by data coverage, rescaled to 0-100; blocks are H3 resolution 9 hexagons. Areas were formed with the score cluster engine at a 1.2 km radius, keeping the 5 strongest. Change the radius on the map to widen or tighten them.
Areas are only ranked where the thing being measured could actually exist, so a gap search cannot present empty parkland as an opportunity. Shops, homes and offices need a building; transit stops, EV chargers and bike docks only need a street or path. Anywhere the measure is already present counts as a candidate by definition.
Dating the numbers
The decennial census is a single-day count. Block-level age detail exists only for the census year; no official product updates it annually.
Places, buildings and transportation come from a dated Overture release. A place record means the venue is mapped, not that it is licensed, open, or of any particular size.
US Census 2020 (NHGIS) is a single vintage, so nothing here describes growth, decline or any change over time.
Counted as residents aged 25–39 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 18–24 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 65–120 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 0–17 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 0–4 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
Counted as residents aged 0–5 on 1 April 2020, the US Census 2020 (NHGIS) reference date. Those residents are older now; census age bands are never rolled forward, because people move in, move away and die, and the published band cannot be re-aged without a full cohort model.
How far each answer can be pushed
Each question is labelled with a tier. The tier caps what the answer may claim, whatever the numbers say.
T4 — This is a ranking of places, not a measurement of people. The signals it combines are counted in different universes — the data contains no table crossing them — so a high rank means both signals rank high in the same area, not that they describe the same residents.
Builds MapBees's location-intelligence pipeline end to end — census and Overture Maps ingestion, H3 hex scoring, and the map interface — and writes the methodology behind every number on the site.
