Oakland · annual report

Oakland Crime Rate — 2025 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

Oakland closed 2025 with 29,614 bucketed incidents down 22.0% against 37,963 the year before. 1,877 tracked signals were raised across 12 briefings — 53 spikes, 1820 drops + sustained shifts, and 4 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 · 2025VS 2024
782156523473130JanFebMarAprMayJunJulAugSepOctNovDecprior year monthly avg
−22.0%total volume vs 2024
29,614total incidents
1,877signals tracked
0baselines reset
76%forecast accuracy
41 / 41neighborhoods covered
03

Crime by category

All ten categories, ranked by 2025 total volume.

#CategoryYear totalYoYTrendNote
01Other Larceny7,487−11%Down 11% vs 2024. 45 spikes this year.
02Theft from Vehicle6,420−9%Down 9% vs 2024. 31 below-trend months.
03Motor Vehicle Theft6,015−33%Down 33% vs 2024. 21 below-trend months.
04Vandalism2,990−34%Down 34% vs 2024. 92 below-trend months.
05Burglary2,257−29%Down 29% vs 2024. 3 below-trend months.
06Aggravated Assault1,726−14%Down 14% vs 2024. 31 below-trend months.
07Robbery1,472−40%Down 40% vs 2024. 4 below-trend months.
08Homicide756−6%Down 6% vs 2024. 6 spikes this year.
09Sexual Assault353−2%Roughly flat year-over-year. 1 rare-event flag.
10Arson138+10%Up 10% vs 2024. 3 rare-event flags.
05

Crime forecast scorecard

Of 120 monthly point-estimate forecasts issued for 2025, 91 (76%) landed inside their 95% prediction intervals. Below: month by month.

Jan
8/10
Feb
9/10
Mar
9/10
Apr
6/10
May
8/10
Jun
7/10
Jul
6/10
Aug
7/10
Sep
8/10
Oct
8/10
Nov
8/10
Dec
7/10
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.

  • 2025

    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 →
  • 2025

    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 →
  • 2025

    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 2026

3 distinct patterns from 2025we expect to keep moving — drawn from the year's recurring sustained signals, not the single-month spikes already covered above.

  1. 01

    Jack London Square · aggravated assault

    The past 12 months saw 8 incidents — about 65% below the 23 average from prior years. Surfaced in 5 of 2025's 12 briefings — the persistence is what puts it on the watch list.

  2. 02

    Elmhurst · homicide

    The past 12 months saw 72 incidents — about 30% below the 103 average from prior years.

  3. 03

    Brookfield Village · motor vehicle theft

    The past 12 months saw 222 incidents — about 52% below the 465 average from prior years. Surfaced in 6 of 2025's 12 briefings — the persistence is what puts it on the watch list.

END OF REPORT · OAKLAND · 2025

Cite as: Public Analyst.ai, “Oakland2025in review,” auto-generated annual report. Permanent URL: /oakland/2025/year-in-review.

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