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CRASH INTELLIGENCE REPORT · CUYAHOGA FALLS, 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/cuyahoga-falls/2021-annual-report
Yearly Traffic Safety Analysis
1,129 CRASHES IN
CUYAHOGA FALLS, OH
2021
In 2021, Cuyahoga Falls experienced 1129 crashes, resulting in 1 fatality and 354 injuries. The most frequent collision type was rear-end, accounting for 29.8% of all crashes. A significant majority of crashes, 78.4%, resulted in no reported injuries.
1,129
Total Crash Events
1
Persons Killed
354
Persons Injured
12.8%
Hit-and-Run Rate
Note: "Persons Killed" (1) counts individual fatalities across all crash events. "Fatal" in the severity table below (1) 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
144
Hit-and-Run Crashes — 2021
There were 144 hit-and-run crashes in Cuyahoga Falls in 2021, representing 12.8% of all crashes. It is important to note that hit-and-run status is based on the responding officer's initial determination.
Vulnerable Road User Casualties
In 2021, 1 motorist was killed and 351 motorists were injured in crashes. There were no fatalities among pedestrians or cyclists. Three pedestrians were injured, while no cyclists sustained injuries.
0
Pedestrians Killed
1
Motorists Killed
3
Pedestrians Injured
351
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 Cuyahoga Falls peaked on Fridays with 213 incidents, and the peak hour for crashes was 5 PM with 93 occurrences. The majority of crashes, 70.8%, occurred during daylight hours, while 264 crashes occurred in dark conditions and 52 during dawn/dusk.
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 1129 crashes, 78.4% resulted in no injuries, while 21.5% involved some level of injury. There was 1 fatal crash, accounting for 0.1% of all incidents. It is important to note that this single fatal crash resulted in 1 fatality.
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 (55.5%), on dry road surfaces (75.9%), and during daylight (70.8%). Adverse weather conditions such as rain or snow were present in 14.6% of crashes, while wet, snowy, or icy road surfaces were reported in 23.3% of incidents.
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 26-34 was most represented among persons involved in crashes, with 396 individuals, followed by 16-20 year olds with 350 individuals. Passenger cars were the most frequently involved vehicle type, accounting for 1050 of the 2105 vehicles. Ford, Chevrolet, and Honda were the top three vehicle makes involved, with 289, 254, and 222 occurrences respectively.
Top Vehicle Makes (2,105 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
136 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (2,518 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 vast majority of crashes, 1024 incidents (90.7%), occurred on the roadway. A total of 82 crashes, or 7.3%, occurred off the travel lanes, including on the shoulder (36), roadside (26), in the median (6), or outside the trafficway (14).
Crash Location (First Harmful Event)
"Other" combines 3 smaller categories (8 records): On ramp (4), Other/Unknown (3), Railway grade crossing (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
The most frequent traffic control condition associated with crashes was 'No Control' with 1144 occurrences. Signalized locations accounted for 750 occurrences. Locations with stop signs were associated with 194 occurrences.
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
Among contributing factors, 'Following too Close / ACDA' was the most common, accounting for 296 instances, or 15.0% of drivers. 'Failure to Yield' was cited in 155 instances (7.8% of drivers), and 'Other Improper Action' in 121 instances (6.1% of drivers). 'Improper Lane Change' and 'Drove off Road' were also notable, with 87 and 72 instances respectively.
Driver Contributing Factor
Showing top 9 of 22 reported. 13 additional (161 total) not shown: Ran Stop Sign, Left of Center, Unsafe Speed, Swerving to Avoid, Improper Start From a Parked Position, Improper Passing, Operating Defective Equipment, Load shifting/Falling/Spilling, Stopped or Parked Illegally, Improper Crossing, Opening Door into Roadway, Vision Obstruction, Wrong Way.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Vulnerable Road Users & Motorcycles
A total of 9 crashes involved vulnerable road users (pedestrians and bicyclists), representing 0.79% of all crashes. This included 4 pedestrian crashes and 5 bicycle crashes. Additionally, 15 motorcyclists were involved in crashes.
Impairment (Alcohol / Drugs)
There were 59 impaired-driving crashes, accounting for 5.2% of all crashes. Alcohol impairment was cited in 48 instances, while drug impairment was noted in 7 instances, and both alcohol and drugs in 4 instances.
Driver Condition
Abnormal driver conditions were noted in 78 instances, representing 3.9% of all drivers involved in crashes. This included 43 instances of drivers 'Under the Influence of Medications / Drugs / Alcohol', 13 instances of drivers who 'Fell Asleep; Fainted; Fatigued; etc.', and 11 instances of 'Emotional' conditions.
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
Driver distraction was identified in 134 instances, accounting for 6.8% of all drivers. The most common distractions were 'Other distraction inside the vehicle' (62 instances) and 'Other distraction outside the vehicle' (37 instances). Electronic device use was noted in 11 instances for 'Other activity' and 7 instances for '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
Approximately 9.4% of crashes occurred on curves (57 on curve level, 49 on curve grade). Additionally, 26.9% of crashes occurred on grades (255 on straight grade, 49 on curve grade). The most common road alignment was 'Straight Level', accounting for 768 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 for drivers were 'Straight Ahead' (1053 instances, 53.2% of drivers) and 'Slowing or Stopped In Traffic' (386 instances, 19.5% of drivers). 'Making Left Turn' was also a frequent action, with 197 instances (10.0% of drivers).
Pre-Crash Driver Action
Showing top 9 of 17 reported. 8 additional (66 total) not shown: Negotiating a Curve, Overtaking/Passing, Leaving Traffic Lane, Driverless, Other Non-Motorist, Walking; Running; Jogging; Playing, Making U-Turn, Entering or Crossing Specified Location.
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 'Rear-end', accounting for 336 crashes or 29.8% of all incidents. 'Angle' collisions were the second most common, with 284 crashes (25.2%). 'Not Collision Between Two Vehicles in Transport' represented 237 crashes, or 21.0%.
Manner of Collision
"Other" combines 2 smaller categories (18 records): Sideswipe; opposite direction (17), Rear-to-rear (1).
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, accounting for 1050 of the 2105 vehicles, representing 49.9%. Sport utility vehicles were also highly represented with 589 vehicles. Commercial vehicle types, including cargo vans, single unit trucks, and semi-tractors, collectively accounted for 75 vehicles, or 3.6% of all vehicles involved.
Vehicle Type
"Other" combines 8 smaller categories (57 records): Motorcycle 2 Wheeled (15), Semi-Tractor (14), Bus (16+ Passengers) (8), Other Vehicle (7), Bicycle (5), Pedestrian/Skater (4), Heavy Equipment (3), Van (9-15 Seats) (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 1979 individuals, representing 75.0% of all persons. Occupants (passengers) accounted for 656 individuals, or 24.9%. Pedestrians represented a small fraction, with 4 individuals 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, 1 individual sustained a fatal injury, while 354 individuals sustained injuries of varying severity (A, B, or C). This means 13.4% of all persons involved were injured. The majority of persons, 2178, sustained no injuries.
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
The most common safety equipment use was 'Shoulder and Lap Belt Used', reported by 2255 participants. A notable 84 participants, or 3.4% of those with known restraint status, reported using 'None Used'. Child restraint systems (forward-facing, rear-facing, and booster seats) were used by 98 children.
Occupant Safety Equipment
"Other" combines 2 smaller categories (18 records): Helmet Used (10), Lap Belt Only Used (8).
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
The majority of crashes (887, or 78.6%) involved two vehicles. Single-vehicle crashes accounted for 199 incidents, representing 17.6% of all crashes. Multi-vehicle crashes involving three or more vehicles occurred in 43 instances, making up 3.8% of the total.
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: Cuyahoga Falls, OH
- Total crash records analyzed: 1,129
- Total persons involved: 2,639
- Total vehicles involved: 2,105
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). "Cuyahoga Falls, 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/cuyahoga-falls/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