ThatCarHitMe.com
An Injuria.ai Company
YEAR-OVER-YEAR CRASH REPORT · IOWA, IA · FEBRUARY 2017
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/february-2017-report
Monthly Traffic Safety Analysis
3,994 CRASHES IN
IOWA, IA
FEBRUARY 2017
In February 2017, Iowa recorded 3,994 traffic crashes, a 12.1% decrease from the 4,545 crashes reported in February 2016. Despite the overall reduction in collisions and a 6.9% drop in injuries, the number of fatalities slightly increased from 19 to 20 year-over-year. The most significant change was a substantial decrease in crashes attributed to adverse weather and road conditions, with collisions on snowy or icy roads falling from 33.7% of the total in the prior year to 18.2% in the current period.
3,994
▼ -12.1%was 4,545
Total Crash Events
20
▲ 5.3%was 19
Persons Killed
1,274
▼ -6.9%was 1,368
Persons Injured
18
▲ 12.5%was 16
Fatal Crash Events
Note: "Persons Killed" (20) counts individual fatalities across all crash events. "Fatal" in the severity table below (18) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Aggregate counts from crash, person, and vehicle records
Trend Summary
Overall traffic safety trends improved year-over-year, with total crashes falling by 12.1% from 4,545 in February 2016 to 3,994 in February 2017. This downward trend included a 6.9% decrease in total injuries, from 1,368 to 1,274. However, total fatalities saw a slight increase, rising from 19 to 20 persons killed.
Vulnerable Road User Casualties
2
Pedestrians Killed
0
Cyclists Killed
18
Motorists Killed
0
Other Killed
18
Pedestrians Injured
17
Cyclists Injured
1,229
Motorists Injured
10
Other Injured
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
The timing of crashes shifted significantly between the two periods. In February 2017, the peak day for crashes was Friday with 917 incidents, and the peak hour was the 4 p.m. evening commute with 348 crashes. This contrasts with the prior year, when the peak was on Monday (777 crashes) and the 7 a.m. morning commute hour was the busiest (343 crashes).
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Crash date field aggregated by weekday
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
While total crashes decreased, the severity of crashes showed a mixed trend. The fatal crash rate increased from 0.35 per 100 crashes in February 2016 to 0.45 in February 2017, with fatal crashes rising from 16 to 18. The proportion of serious injury crashes also grew, from 1.3% to 2.0% of all collisions. Crashes resulting in no injuries represented 73.2% of the total in the current period, a slight decrease from 74.0% in the prior year.
Severity is per crash event (most severe injury). 18 fatal crash events resulted in 20 persons killed.
Outcome by Severity (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Most severe injury per crash record
Top Contributing Factors
The leading contributing factors for crashes shifted year-over-year. In February 2017, collisions involving an 'Animal' became the top factor with 422 incidents, an increase of 47 crashes from the prior year's 375. Conversely, 'Driving too fast for conditions,' which was the leading factor in 2016 with 516 crashes, saw its count drop by 37% to 325 crashes in 2017, moving it to the third-ranked cause. 'Followed too close' remained a top issue, increasing slightly from 375 to 385 crashes.
Officer-Reported Primary Contributing Cause
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Officer-reported primary contributory cause per crash
Road & Environmental Conditions
There was a significant year-over-year improvement in crash conditions. Crashes on dry road surfaces accounted for 62.0% of all incidents in February 2017, up from 48.2% in the prior year. Correspondingly, crashes on snow, ice, or slush surfaces dropped from 33.7% of the total in 2016 to 18.2% in 2017. This shift aligns with a decrease in crashes occurring during snow conditions (from 16.5% to 10.7% of total crashes).
Weather
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Weather condition at time of crash
Lighting
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Lighting condition field
Road Surface
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Road surface condition field
Vehicles & Demographics
The most common vehicle makes involved in crashes remained consistent, with Ford and Chevrolet models topping the list in both periods, though their total counts decreased in line with the overall crash reduction. An analysis of persons involved shows the 26-34 age group was the most represented in both years. However, the 16-20 age group saw a slight increase in involvement from 1,138 persons in February 2016 to 1,187 in February 2017, despite the overall decrease in people involved in crashes.
Top Vehicle Makes (6,923 vehicles)
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · Vehicle unit records
1,131 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (6,041 persons with recorded sex)
Source: Iowa Crash Data · ArcGIS Open Data · 2017-02-01 to 2017-02-28 · 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: 2017-02-01 through 2017-02-28
- Report generated: September 9, 2026
Data Coverage
- Reporting period: 2017-02-01 through 2017-02-28 (28 days)
- Geographic scope: iowa, IA
- Total crash records analyzed: 3,994
- Total persons involved: 8,887
- Total vehicles involved: 6,923
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: February 2017." Published September 9, 2026. Reporting period: 2017-02-01 to 2017-02-28. Data source: Iowa Crash Data, ArcGIS Open Data. Available at: https://thatcarhitme.com/crash-data/iowa/statewide/february-2017-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: 2017-02-01 – 2017-02-28
Generated: September 9, 2026 · All rights reserved