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 95,700 bucketed incidents down 36.9% against 151,660 the year before. 5,371 tracked signals were raised across 12 briefings — 537 spikes, 4659 drops + sustained shifts, and 7 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
−36.9%total volume vs 2023
95,700total incidents
5,371signals tracked
10baselines reset
15%forecast accuracy
41 / 41neighborhoods covered
03

Crime by category

All ten categories, ranked by 2024 total volume.

#CategoryYear totalYoYTrendNote
01Other Larceny27,853−23%Down 23% vs 2023. 102 spikes this year.
02Theft from Vehicle22,847−26%Down 26% vs 2023. 13 spikes this year.
03Motor Vehicle Theft22,083−15%Down 15% vs 2023. 56 spikes this year.
04Vandalism10,331−42%Down 42% vs 2023. 3 spikes this year.
05Burglary4,752−69%Down 69% vs 2023. 15 spikes this year.
06Aggravated Assault4,078−71%Down 71% vs 2023. 33 below-trend months.
07Robbery2,828−67%Down 67% vs 2023. 4 below-trend months.
08Sexual Assault665−72%Down 72% vs 2023. 2 below-trend months.
09Arson165−71%Down 71% vs 2023. no flags raised.
10Homicide98−71%Down 71% vs 2023. no flags raised.
05

Crime forecast scorecard

Of 118 monthly point-estimate forecasts issued for 2024, 18 (15%) landed inside their 95% prediction intervals. Below: month by month.

Jan
5/10
Feb
8/10
Mar
4/10
Apr
1/10
May
0/10
Jun
0/10
Jul
0/10
Aug
0/10
Sep
0/10
Oct
0/10
Nov
0/9
Dec
0/9
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

    East Hollywood · aggravated assault

    The past 12 months saw 54 incidents — about 80% below the 265 average from prior years. Surfaced in 4 of 2024's 12 briefings — the persistence is what puts it on the watch list.

  2. 02

    West Hills · other larceny

    The past 12 months saw 498 incidents — about 109% above the 238 average from prior years. Surfaced in 9 of 2024's 12 briefings — the persistence is what puts it on the watch list.

  3. 03

    Sepulveda Basin · theft from vehicle

    The past 12 months saw 115 incidents — about 212% above the 37 average from prior years. Surfaced in 7 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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