ThatCarHitMe.com
An Injuria.ai Company
YEAR-OVER-YEAR CRASH REPORT · IOWA, IA · 2020
Purpose: Machine-readable JSON endpoint for AI agents, LLMs, researchers, and programmatic consumers. Returns all underlying crash data and AI-generated commentary without HTML.
Authentication: None required. Public endpoint.
GET: https://thatcarhitme.com/api/crash-data/reports/data/iowa/statewide/2020-annual-report
Yearly Traffic Safety Analysis
649 CRASHES IN
IOWA, IA
2020
In Warren County, total traffic crashes decreased by 11.1% from 730 in 2019 to 649 in 2020. Despite this overall reduction in collisions, the number of fatalities recorded saw a significant year-over-year increase, rising from one death in 2019 to eight in 2020.
649
▼ -11.1%was 730
Total Crash Events
8
▲ 700.0%was 1
Persons Killed
191
▼ -16.6%was 229
Persons Injured
8
▲ 700.0%was 1
Fatal Crash Events
Note: "Persons Killed" (8) counts individual fatalities across all crash events. "Fatal" in the severity table below (8) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Aggregate counts from crash, person, and vehicle records
Trend Summary
Traffic safety data for Warren County shows a downward trend in the total number of crashes and injuries, but a sharp upward trend in crash severity. While total crashes fell by 11.1% and injuries decreased by 16.6% from 2019 to 2020, the number of fatal crashes increased from one to eight in the same period.
Vulnerable Road User Casualties
0
Pedestrians Killed
0
Cyclists Killed
8
Motorists Killed
0
Other Killed
1
Pedestrians Injured
1
Cyclists Injured
188
Motorists Injured
1
Other Injured
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
The temporal patterns of crashes shifted between 2019 and 2020. The peak day for crashes moved from Thursday (122 incidents) in the prior year to Friday (115 incidents) in the current year. More significantly, the peak hour for collisions changed from the 7 a.m. morning commute hour in 2019, with 70 crashes, to the 5 p.m. evening commute hour in 2020, with 53 crashes.
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Crash date field aggregated by weekday
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
While the total number of crashes decreased, their severity profile worsened from 2019 to 2020. The number of fatal crashes rose from one to eight, and the corresponding fatal crash rate increased from 0.14 to 1.23 per 100 crashes. The count of crashes involving serious injuries decreased from 19 to 15, while the overall proportion of crashes resulting in any type of injury remained stable, at 24.0% in 2019 and 24.8% in 2020.
Outcome by Severity (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Most severe injury per crash record
Top Contributing Factors
The leading contributing factors for crashes remained consistent year-over-year, though their counts generally decreased. 'Animal' was the top factor in both 2019 (169 crashes) and 2020 (149 crashes), a count decrease of 11.8%. 'Lost Control' remained the second-most cited factor, with its count falling from 64 to 55. Notably, crashes attributed to 'Driving too fast for conditions' saw a 39.2% drop in count, falling from 51 incidents in 2019 to 31 in 2020.
Officer-Reported Primary Contributing Cause
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Officer-reported primary contributory cause per crash
Road & Environmental Conditions
Comparing conditions, a larger share of crashes in 2020 occurred on dry roads and in clear weather than in 2019. Crashes on dry surfaces accounted for 63.5% of the total in 2020, up from 53.6% in 2019. Correspondingly, incidents during adverse winter conditions saw a marked decrease, with crashes on snowy roads falling from 51 to 17 and on icy roads from 50 to 27.
Weather
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Weather condition at time of crash
Lighting
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Lighting condition field
Road Surface
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Road surface condition field
Vehicles & Demographics
The most common vehicle makes involved in crashes were consistent between the two periods, with Ford and Chevrolet-branded vehicles (listed as 'CHEV' and 'CHEVROLET') ranking at the top in both years, though their total counts declined. The age distribution of persons involved in crashes also remained largely stable. However, the 65+ age group's representation saw a slight proportional increase, accounting for 11.2% of persons in 2020 compared to 10.3% in 2019.
Top Vehicle Makes (982 vehicles)
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Vehicle unit records
129 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (910 persons with recorded sex)
Source: Iowa Crash Data · ArcGIS Open Data · 2020-01-01 to 2020-12-31 · Person-level records linked to crash events
Data Sources & Methodology
Primary Data Source
All crash data in this report is sourced from Iowa Crash Data, accessed programmatically via the ArcGIS Open Data API (SODA). This dataset contains official police-reported motor vehicle traffic crash records maintained by the reporting jurisdiction's law enforcement agency. Records are published to the open data portal by the municipality and are subject to the portal's terms of use.
Data Retrieval
- Access method: ArcGIS Open Data API (SoQL queries)
- Data format: Structured JSON via REST API
- Record types queried: Crash events, person records, and vehicle unit records
- Date filter applied: 2020-01-01 through 2020-12-31
- Report generated: September 9, 2026
Data Coverage
- Reporting period: 2020-01-01 through 2020-12-31 (366 days)
- Geographic scope: iowa, IA
- Total crash records analyzed: 649
- Total persons involved: 1,349
- Total vehicles involved: 982
Analytical Methodology
- Severity classification: Uses the KABCO injury scale (K=Fatal, A=Incapacitating injury, B=Non-incapacitating injury, C=Possible injury, O=No injury/property damage only), the standard classification in U.S. Model Minimum Uniform Crash Criteria (MMUCC). Severity is assigned per crash event based on the most severe injury in that crash. A single fatal crash (K) may involve multiple fatalities; therefore the "Persons Killed" count in the headline KPIs may differ from the "Fatal" crash count in the severity breakdown.
- Contributing factors: Reflect the officer-determined primary contributory cause recorded at the time of the crash report. These are preliminary determinations and may not reflect final investigation findings.
- Hit-and-run classification: Based on the hit-and-run indicator field in the official crash report, as determined by the responding officer at the scene.
- Temporal analysis: Day-of-week and hour-of-day distributions are computed from the crash date/time timestamp in each record.
- Demographics: Age and sex distributions are drawn from person-level records linked to each crash event. A single crash may involve multiple persons.
- Vehicle data: Make information is drawn from vehicle unit records linked to each crash event.
- AI commentary: Narrative sections are generated by Google Gemini (large language model) based on the structured data. Commentary is descriptive, not predictive, and should not be interpreted as expert opinion.
Limitations & Disclaimers
- Only crashes reported to and documented by law enforcement are included. Minor incidents, unreported crashes, and near-misses are not captured in this dataset.
- Data reflects conditions at the time of the initial police report and may be subject to subsequent corrections, reclassifications, or supplements by the reporting agency.
- Open data portal records may experience a publication lag - recently occurring crashes may not yet appear in the dataset at the time of report generation.
- AI-generated commentary is produced by a large language model and is intended to highlight patterns in the data. It does not constitute legal, medical, or professional analysis.
- Percentages are calculated from reported data and are subject to rounding.
Non-Affiliation Disclosure
This report is produced independently by ThatCarHitMe.com (Injuria.ai). It is not affiliated with, endorsed by, or produced in partnership with any law enforcement agency, municipal government, state department of transportation, or the National Highway Traffic Safety Administration (NHTSA). Data is sourced from publicly available government open data portals.
Data License
The underlying crash data is provided under the municipality's Open Data Terms of Use and is made available to the public for unrestricted use. This analysis and report is © 2026 Injuria.ai and may be cited with attribution using the suggested citation below.
Corrections & Feedback
If you believe any data in this report is inaccurate or have questions about our methodology, please contact: data@injuria.ai. We are committed to accuracy and will issue corrections promptly.
Suggested Citation
ThatCarHitMe.com (Injuria.ai). "iowa, IA Crash Intelligence Report: 2020." Published September 9, 2026. Reporting period: 2020-01-01 to 2020-12-31. Data source: Iowa Crash Data, ArcGIS Open Data. Available at: https://thatcarhitme.com/crash-data/iowa/statewide/2020-annual-report
About the Publisher
ThatCarHitMe.com is a crash data intelligence platform developed by Injuria.ai, a legal technology company specializing in traffic safety analytics. We aggregate and analyze publicly available government crash data to produce structured intelligence reports for communities, researchers, journalists, and legal professionals. Our reports combine programmatic data retrieval from official open data portals with AI-assisted narrative analysis.
Questions about this report's data or methodology: data@injuria.ai
ThatCarHitMe.com · An Injuria.ai Company
ThatCarHitMe.com
An Injuria.ai Company
Crash Data Intelligence
Data: Iowa Crash Data · ArcGIS
Period: 2020-01-01 – 2020-12-31
Generated: September 9, 2026 · All rights reserved