Los Angeles · annual report

Los Angeles Crime Rate — 2024 in Review

A year of crime trends, summarized.

An annual companion to the monthly briefings: the anomalies that mattered, the structural shifts that emerged, and where the model got it right (or wrong). 12 briefings, condensed.

01

The big picture

Los Angeles closed 2024 with 146,256 bucketed incidents down 3.6% against 151,660 the year before. 3,024 tracked signals were raised across 12 briefings — 1132 spikes, 1779 drops + sustained shifts, and 17 rare-event / streak-break signals.

The monthly volume chart at right shows where the year was busy and where it was quiet, against the prior-year monthly average (dashed line). The categories that moved most are broken out below.

FIG 1.1 · MONTHLY INCIDENT VOLUME · 2024VS 2023
349969991049813998JanFebMarAprMayJunJulAugSepOctNovDecprior year monthly avg
−3.6%total volume vs 2023
146,256total incidents
3,024signals tracked
10baselines reset
forecast accuracy
41 / 41neighborhoods covered
03

Crime by category

All ten categories, ranked by 2024 total volume.

#CategoryYear totalYoYTrendNote
01Other Larceny35,242−2%Roughly flat year-over-year. 97 spikes this year.
02Theft from Vehicle26,342−14%Down 14% vs 2023. 13 spikes this year.
03Motor Vehicle Theft23,568−9%Down 9% vs 2023. 26 spikes this year.
04Vandalism22,403+26%Up 26% vs 2023. 66 spikes this year.
05Aggravated Assault15,204+9%Up 9% vs 2023. 4 spikes this year.
06Burglary12,113−21%Down 21% vs 2023. 19 spikes this year.
07Robbery8,104−7%Down 7% vs 2023. 11 spikes this year.
08Sexual Assault2,579+7%Up 7% vs 2023. 4 spikes this year.
09Arson475−18%Down 18% vs 2023. no signals raised.
10Homicide226−33%Down 33% vs 2023. no signals raised.
05

Crime forecast scorecard

Of 0 monthly point-estimate forecasts issued for 2024, 0 () landed inside their 95% prediction intervals. Below: month by month.

Inside 95% CI Outside 95% CI (model miss)

Per-bucket coverage, MAPE, and bias details live on the methodology page.

06

Methodology updates

Logged inline with the code that runs the model.

  • 2024

    10-bucket NIBRS-aligned categories

    Replaced an earlier 6-bucket scheme (which collapsed homicide, robbery, aggravated assault, and sexual assault into one “violent” bucket). Each bucket now maps to FBI UCR Part 1 / NIBRS Group A — the cross-city common denominator for adding new cities.

    VIEW DETAIL →
  • 2024

    Sustained-shift Poisson rate-ratio test

    Added a Poisson Z-test (|Z|>2.576, ratio differs by ≥25%) for sustained shifts between recent vs prior 12-mo windows — distinct from the spike/drop signals which compare against the multi-year baseline.

    VIEW DETAIL →
  • 2024

    Prophet forecasts with low-count gating

    Per-(neighborhood, bucket) forecasts now skip cells averaging <2 incidents/month over the trailing 24 months. Violent-bucket forecasts skip at the neighborhood level and surface via rare-event / streak-break signals instead.

    VIEW DETAIL →
07

What we'll watch in 2025

3 distinct patterns from 2024we expect to keep moving — drawn from the year's recurring sustained signals, not the single-month spikes already covered above.

  1. 01

    Sepulveda Basin · theft from vehicle

    The past 12 months saw 116 incidents — about 215% above the 37 average from prior years. Surfaced in 8 of 2024's 12 briefings — the persistence is what puts it on the watch list.

  2. 02

    Granada Hills · vandalism

    The past 12 months saw 252 incidents — about 127% above the 111 average from prior years. Surfaced in 7 of 2024's 12 briefings — the persistence is what puts it on the watch list.

  3. 03

    Encino · vandalism

    The past 12 months saw 302 incidents — about 112% above the 143 average from prior years. Surfaced in 5 of 2024's 12 briefings — the persistence is what puts it on the watch list.

END OF REPORT · LOS ANGELES · 2024

Cite as: Public Analyst.ai, “Los Angeles2024in review,” auto-generated annual report. Permanent URL: /los-angeles/2024/year-in-review.

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