Every published figure that bears on what the 2028 Games will cost the City of Los Angeles, typed so only city costs sum, plus the venue list attached to the city's reimbursement agreement with LA28.
Officer requirements for the 2028 Games set against regional sworn strength from 1991 to 2025, the 107-vehicle salvage schedule behind the Council's September 2026 borrowing, and a fact sheet.
Los Angeles County income inequality from 1979–2024: reconstructed Gini estimates, quintile shares, real medians, homeownership and wealth data.
Los Angeles city candidacies since 2000, with donor counts, gift patterns, repeat donors, self-funding and donor-base ranks.
Ethics Commission committee-cycle filings, with receipts, donor counts, top-donor concentration, committee type and coverage notes.
Money raised by 147 council campaigns, split between the district, the rest of Los Angeles and outside the city, with ZIP-to-district flows.
$1.159 billion in lobbying payments linked to reported council files, with confidence scores, split factors and upper bounds.
Behested-payment reports with parsed dates, industry and foreign-government flags, plus each payor's lobbying and campaign totals.
Lobbying payments and project records for the LLC behind 9712 Oak Pass Road, with ambiguity flags, opposition filings and a citywide rank.
Los Angeles home values, rents, household income and minimum wage at six benchmarks from 1940 to 2026, in 2026 dollars.
Weekly donor, public-match and independent-expenditure totals for both mayoral runoff candidates, with disclosure dates and transaction-date coverage.
Los Angeles lobbying clients resolved and ranked across $1.159 billion in payments, with the top 200 and the rules used to merge client names.
The complete 2024 LAUSD board cycle: candidate and independent committees, outside-spending communications, duplicates and certified results.
Los Angeles donors scored for reach across 25 elected offices, contribution caps, opposing sides and committee concentration.
Every dollar Los Angeles campaign committees reported paying out since 1998, resolved to the firm or person paid, sliceable by payee, client, office, cycle and service category.
Every golf-coded parcel in Los Angeles County against the assessment roll, with land and improvement values, base years, reassessment reason codes, ownership form and independently measured acreage.
Person-level City of Los Angeles pay 2017-2026 with an aggregate extension to 2013: department-year panels, overtime leaderboards, above-the-mayor counts and DWP pay comparisons, in nominal and constant 2025 dollars.
Published and fully allocated costs for every Los Angeles department, including pensions, benefits, liability, utilities and capital.
Los Angeles County population scenarios for 2025–2125, with age structure, fertility, migration assumptions and comparison to the state projection.
Transit use, commute modes, car access, income and Metro service for 272 county neighborhoods, with reliability and uncertainty measures.
Jobs at workplaces in all 114 Los Angeles neighborhoods and 143 LA County places, with block-concentration measures, a 2019–2023 series and six stress tests of the ranking.
Housing permits by sitting councilmember tenure, including annual rates, completions, ADU share and existing-stock share.
Affordable, federally assisted, rent-stabilized and HHH housing by district and available neighborhood, with program dates and location limits.
Rent, renter income and rent burden for every Los Angeles neighborhood and district, using pooled Census estimates with uncertainty flags.
Every eviction notice in the city's public registry extract, placed on the 114 neighborhoods, with filing-event and parcel counts, rates per 100 renter households, and the open-data series set against LAHD's own monthly counts. A notice doesn't mean the tenant was evicted.
Rent-stabilized units by council district, compared with covenanted affordable housing and building types. One building can fall under more than one program, so the counts can't be added together.
Vacant homes and the Census Bureau's seven vacancy categories for the city, the county, 15 council districts, 114 neighborhoods and 99 neighborhood councils, each with margins and a reliability flag, plus the 30 largest U.S. cities for comparison and an audit of the vacant-homes-per-homeless-person claim.
Full text and dates from all 15 council district websites, with posting cadence, distinctive vocabulary and topic categories.
Work, commute, education, employment and rent-burden measures for 2,498 county tracts, aggregated to council districts.
Every recorded Los Angeles City Council roll call from July 2003 through August 2026: 124,331 roll calls and 1.86 million member-votes. Compare recorded votes and absences by councilmember, meeting date and council item.
Council attendance derived from recorded votes, by member, year, month, meeting day and agenda length.
Metro director attendance and votes since 2015, verified against official minutes and Legistar with date-specific seat eligibility.
Board of Public Works votes and attendance since 2016, plus meeting calendars and commissioner rosters back to 2001.
Everyone appointed to the seven boards that run city departments since 2013, joined to their campaign contributions to the appointing mayor, with per-match verdicts.
Attendance, peer-adjusted dissent, annual trends and voting blocs for all 46 councilmembers since 2003.
Disclosed holdings for 29 Los Angeles city and county officials, parsed from amended Form 700 schedules.
Five years of Los Angeles special-fund subsidies, joined to fund receipts and General Fund support.
All 493 city parks by district and neighborhood, with unioned acreage, size, population rates and half-mile access, with and without Griffith Park.
Metro stations, stops, weekday service and nearby population by district, neighborhood council and Los Angeles neighborhood.
Metro line ridership since 2009 and monthly service and productivity for all 17 fixed-route county operators.
Metro Micro ridership, costs, revenue treatment, zones and board records since launch.
Federally reporting U.S. public microtransit programs for 2023–24, separated from ADA paratransit, with the fields used to classify each program.
Los Angeles bulky-item pickup performance by district from 2023–26, including standardized medians, cycle shares and six correlation tests.
Sixty-three Los Angeles Airbnb snapshots from 2015–26, with neighborhood trends, listing changes, stay rules, density and pricing. Prices aren't comparable over time.
Metro Bike Share trips through June 2026, with standardized trips, stations, flows, routes, detours, speeds and documented coordinate defects.
Los Angeles County services sold to cities, including Sheriff patrol contracts and department-level cost-recovery revenue.
Five elections of crosswalked precinct turnout, demographics, registration and correlations.
Vote-weighted neighborhood profiles for 77 campaigns across five elections, with demographics, turnout, voting method and uncertainty, describing the neighborhoods that backed each campaign rather than individual voters.
Clean precinct results for 97 Los Angeles contests from 2020–26, aggregated to neighborhoods and districts and reconciled to certified totals.
Results for all 62 rounds of 41 Los Angeles mayoral elections since 1896, with turnout, margins, undervotes and source corrections.
Every Los Angeles City Council contest since the 1925 charter seated 15 districts: incumbents, outcomes, entry and exit methods, tenure, certified votes from 2001, and source corrections.
Certified June 2026 turnout for 99 neighborhood councils and 739 precincts, with registration, rolloff and a counterfactual with equal turnout everywhere.
LAPD incidents from 2010–26 on one offense hierarchy, with transition flags, rates and district and neighborhood geography.
CHP-recorded freeway crashes in Los Angeles from 2017 through August 2026, with location, time, direction, cause and tow-away status.
LAPD calls for service since 2024 by reporting district, initiation source and call family, with unmapped records excluded.
Community-received LAPD helicopter positions from August 2025–26, with flights, orbit sensitivity and dwell time by geography. Receivers miss some flights, and they miss more in some areas than others.
OpenStreetMap license-plate readers by Los Angeles County city, with per-area and per-capita rates. Only cameras someone has mapped are counted, so these are minimums.
Comparable budgets, staffing, crime and clearance measures for 15 agencies, including pension accounting and crime-reporting changes.
Budgets, staffing, stations, calls and medical-response shares for fire departments in 15 jurisdictions, including patient-transport responsibility.
To use any of these datasets, or our charts and maps, in your own work, write to data@basin.la.