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CRASH INTELLIGENCE REPORT · CAMBRIDGE, OH · 2021
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/ohio/cambridge/2021-annual-report
Yearly Traffic Safety Analysis
457 CRASHES IN
CAMBRIDGE, OH
2021
In 2021, Cambridge experienced 457 crashes, resulting in 4 fatalities and 113 injuries. A significant majority of these incidents, 80.3%, were reported as 'No Injury' crashes, indicating property damage only.
457
Total Crash Events
4
Persons Killed
113
Persons Injured
10.5%
Hit-and-Run Rate
Note: "Persons Killed" (4) counts individual fatalities across all crash events. "Fatal" in the severity table below (4) counts crash events where at least one fatality occurred. A single crash can result in multiple fatalities.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Aggregate counts from crash, person, and vehicle records
48
Hit-and-Run Crashes — 2021
There were 48 hit-and-run crashes reported in Cambridge in 2021, accounting for 10.5% of all crashes. Hit-and-run status is based on the responding officer's initial determination.
Vulnerable Road User Casualties
Motorists were the most impacted group, with 3 killed and 112 injured in crashes. Pedestrians also sustained severe outcomes, with 1 killed and 1 injured. No cyclists were reported killed or injured in crashes during this period.
1
Pedestrians Killed
3
Motorists Killed
1
Pedestrians Injured
112
Motorists Injured
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Mode classified from person records (driver/passenger → motorist; pedestrian; bicyclist → cyclist; in-line skater / unspecified → other)
When Crashes Happen
Crashes in Cambridge peaked on Fridays, with 75 incidents recorded. The peak hour for crashes was 2 PM, with 37 incidents. The majority of crashes occurred during daylight hours, accounting for 300 crashes, while 139 crashes occurred in dark conditions.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash date field aggregated by weekday
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash time field aggregated by hour (0-23)
Crash Severity Breakdown
Of the 457 crashes in Cambridge, 4 were fatal, representing 0.9% of all crashes. Injury crashes (serious, minor, or possible injury) totaled 86 incidents, or 18.8%. The largest proportion, 367 crashes (80.3%), resulted in no reported injuries.
Outcome by Severity (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · KABCO injury classification scale
Severity Distribution (Crash Events)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Most severe injury per crash record
Road & Environmental Conditions
The majority of crashes occurred under clear weather conditions (273 crashes, 59.7%), on dry road surfaces (366 crashes, 80.1%), and during daylight (300 crashes, 65.6%). Adverse conditions included 65 crashes during rain, snow, or fog, and 87 crashes on wet, snowy, icy, or slushy roads.
Weather
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Weather condition at time of crash
Lighting
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Lighting condition field
Road Surface
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Road surface condition field
Vehicles & Demographics
The age group 65+ was most represented among persons involved in crashes, with 144 individuals. Passenger cars were the most frequently involved vehicle type, with 331 units, followed by Sport Utility Vehicles (194 units) and Pick up trucks (138 units). Chevrolet and Ford were the most common vehicle makes involved, with 128 and 127 vehicles respectively.
Top Vehicle Makes (772 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
31 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (889 persons with recorded sex)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Crash Location (First Harmful Event)
The majority of first harmful events, 367, occurred on the roadway. A total of 71 crashes, or 15.5% of all incidents, occurred off the travel lanes (on the roadside, shoulder, or in the median).
Crash Location (First Harmful Event)
"Other" combines 3 smaller categories (6 records): On ramp (2), Other/Unknown (2), Railway grade crossing (2).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
Among incidents with specified traffic control, 'No Control' was the dominant condition, present in 546 instances. Signalized locations (Signal, Flasher) accounted for 151 incidents, while uncontrolled locations (No Control, Stop Sign, Yield Sign) were associated with 621 incidents.
Traffic Control Device
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Driver Contributing Factor
The most frequent contributing factors were 'Failure to Yield' (90 instances), 'Following too Close / ACDA' (70 instances), and 'Unsafe Speed' (46 instances). 'Drove off Road' was also a notable factor, reported in 34 instances.
Driver Contributing Factor
Showing top 9 of 19 reported. 10 additional (53 total) not shown: Ran Red Light, Swerving to Avoid, Not Discernible, Operating Defective Equipment, Ran Stop Sign, Improper Passing, Vision Obstruction, Load shifting/Falling/Spilling, Lying in Roadway, Improper Crossing.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Commercial / Truck Involvement
A total of 50 commercial vehicles were involved in crashes, with 34 being semi-tractor trailers and 16 being other commercial vehicles. This represents 6.5% of all vehicles involved in crashes.
Animal-Involved Crashes
Animal-strike crashes accounted for 57 incidents, representing 12.5% of all crashes. Of these, 53 involved deer, while 4 involved other animals.
Impairment (Alcohol / Drugs)
Impairment was a factor in 29 crashes, representing 6.3% of all incidents. Alcohol was cited in 23 instances, drugs in 4, and a combination of alcohol and drugs in 2.
Driver Condition
Abnormal driver conditions were reported for 36 drivers. This included 26 instances of being 'Under the Influence of Medications / Drugs / Alcohol,' 5 instances of being 'Emotional,' and 3 instances of having 'Fell Asleep; Fainted; Fatigued; etc.'
Driver Condition
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Driver Distraction
Specific driver distractions were identified in 28 instances. These included 8 instances of 'Other distraction inside the vehicle,' 8 instances of 'Other distraction outside the vehicle,' and 6 instances of 'Manually operating an electronic communication device'.
Driver Distraction
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Road Alignment
A total of 78 crashes (17.1% of known alignments) occurred on curves, while 141 crashes (30.9% of known alignments) occurred on grades. The most common alignment was 'Straight Level,' with 284 crashes.
Road Alignment
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Pre-Crash Driver Action
The most common pre-crash actions were 'Straight Ahead' (436 instances), 'Making Left Turn' (76 instances), and 'Slowing or Stopped In Traffic' (69 instances). These three actions account for 57.8%, 10.1%, and 9.2% of all known pre-crash actions, respectively.
Pre-Crash Driver Action
Showing top 9 of 15 reported. 6 additional (29 total) not shown: Other/Unknown, Leaving Traffic Lane, Overtaking/Passing, Making U-Turn, Standing, Walking; Running; Jogging; Playing.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Manner of Collision
The dominant manner of collision was 'Not Collision Between Two Vehicles in Transport,' accounting for 171 crashes or 37.4%. 'Angle' collisions were the second most frequent, with 101 crashes (22.1%), followed by 'Rear-end' collisions at 85 crashes (18.6%).
Manner of Collision
"Other" combines 2 smaller categories (6 records): Backing (4), Rear-to-rear (2).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Vehicle Type
Passenger cars were the most common vehicle type involved, with 331 units. Trucks and buses, including semi-tractors, single unit trucks, and buses, collectively accounted for 56 vehicles, representing 7.3% of all known vehicle types involved.
Vehicle Type
"Other" combines 7 smaller categories (14 records): Motorcycle 2 Wheeled (5), Pedestrian/Skater (2), Other Vehicle (2), Cargo Van (2), Van (9-15 Seats) (1), Motorhome (1), Bus (16+ Passengers) (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Person Type
Drivers constituted the largest group of persons involved in crashes, with 721 individuals. Occupants (passengers) accounted for 223 individuals, while 2 pedestrians were involved.
Person Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Person Injury Severity
Among all persons involved in crashes, 4 individuals sustained fatal injuries, representing 0.4% of the total. A combined 113 persons sustained serious, minor, or possible injuries, accounting for 12.0% of individuals.
Person Injury Severity
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Occupant Safety Equipment
For persons with known safety equipment use, 759 individuals used 'Shoulder and Lap Belt'. 'None Used' was reported for 45 persons, representing 5.2% of those with known safety equipment use.
Occupant Safety Equipment
"Other" combines 2 smaller categories (7 records): Lap Belt Only Used (5), Helmet Used (2).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Person-level records linked to crash events
Vehicles Per Crash
Two-vehicle crashes were the most common, accounting for 273 incidents. Single-vehicle crashes represented 164 incidents, or 35.9% of all crashes. Multi-vehicle incidents involving three or more vehicles occurred in 20 crashes.
Vehicles Per Crash
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Data Sources & Methodology
Primary Data Source
All crash data in this report is sourced from Ohio Crash Data (ODOT TIMS), accessed programmatically via the Csv 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: Csv 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: 2021-01-01 through 2021-12-31
- Report generated: July 5, 2026
Data Coverage
- Reporting period: 2021-01-01 through 2021-12-31 (365 days)
- Geographic scope: Cambridge, OH
- Total crash records analyzed: 457
- Total persons involved: 946
- Total vehicles involved: 772
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). "Cambridge, OH Crash Intelligence Report: 2021." Published July 5, 2026. Reporting period: 2021-01-01 to 2021-12-31. Data source: Ohio Crash Data (ODOT TIMS), Csv Open Data. Available at: https://thatcarhitme.com/crash-data/ohio/cambridge/2021-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: Ohio Crash Data (ODOT TIMS) · Csv
Period: 2021-01-01 – 2021-12-31
Generated: July 5, 2026 · All rights reserved