ThatCarHitMe.com
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CRASH INTELLIGENCE REPORT · BEAVER, 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/beaver/2021-annual-report
Yearly Traffic Safety Analysis
269 CRASHES IN
BEAVER, OH
2021
In Beaver, OH, during 2021, there were 269 total crashes, resulting in 3 fatalities and 91 injuries. A significant majority of crashes, 72.9%, resulted in no reported injuries. This indicates that while crashes are frequent, most do not lead to physical harm.
269
Total Crash Events
3
Persons Killed
91
Persons Injured
4.8%
Hit-and-Run Rate
Note: "Persons Killed" (3) counts individual fatalities across all crash events. "Fatal" in the severity table below (3) 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
13
Hit-and-Run Crashes — 2021
In Beaver, OH, 13 crashes were identified as hit-and-run incidents, accounting for 4.8% of all crashes in 2021. This classification is based on the initial determination made by the responding officer at the scene of the crash.
Vulnerable Road User Casualties
In 2021, 91 motorists were injured in crashes in Beaver, OH, making them the largest group affected. There were 2 motorist fatalities and 1 pedestrian fatality reported during this period. No cyclists were reported killed or injured.
1
Pedestrians Killed
2
Motorists Killed
0
Pedestrians Injured
91
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 Beaver, OH, in 2021 peaked on Thursdays with 49 incidents, and the peak hour for crashes was 3 PM, recording 26 incidents. The majority of crashes occurred during daylight hours, with 165 incidents, compared to 93 incidents occurring 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 269 crashes in Beaver, OH, in 2021, 72.9% resulted in no injuries, categorized as property-damage-only incidents. Conversely, 27.1% of crashes involved some level of injury. There were 3 fatal crashes, each resulting in one 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 in Beaver, OH, in 2021 occurred under clear weather conditions (171 incidents), on dry road surfaces (201 incidents), and during daylight (165 incidents). However, adverse conditions also contributed to crashes, with 25 incidents in rain, 15 in snow, 53 on wet roads, and 93 occurring in dark conditions.
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
Among the persons involved in crashes, the 35-44 age group was most represented with 77 individuals, closely followed by the 16-20 age group with 72 individuals. Chevrolet vehicles were involved in the highest number of crashes, totaling 90 incidents, followed by Ford with 61 incidents and Honda with 32 incidents.
Top Vehicle Makes (419 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
36 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (514 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)
In Beaver, OH, 73.6% of crashes occurred on the roadway, indicating incidents primarily within active travel lanes. However, 21.9% of crashes occurred off the travel lanes, specifically on the roadside (37 incidents), on the shoulder (19 incidents), or in the median (3 incidents), signaling a notable proportion of run-off-road incidents.
Crash Location (First Harmful Event)
"Other" combines 2 smaller categories (2 records): Outside Trafficway (1), Driveway/Alley access (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
The predominant traffic control condition at crash locations in Beaver, OH, was 'No Control,' accounting for 71.5% of incidents where traffic control was noted. Signalized intersections were associated with 13.9% of crashes, while stop signs were present at 12.7% of crash locations.
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 leading contributing factors in Beaver, OH, crashes were 'Following too Close / ACDA' with 59 reported instances, 'Drove off Road' with 52 instances, and 'Failure to Yield' with 40 instances. These three factors collectively represent the most frequent improper actions contributing to crashes.
Driver Contributing Factor
Showing top 9 of 18 reported. 9 additional (26 total) not shown: Improper Lane Change, Improper Turn, Improper Backing, Improper Start From a Parked Position, Improper Passing, Wrong Way, Load shifting/Falling/Spilling, Ran Red Light, Ran Stop Sign.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Commercial / Truck Involvement
Crashes in Beaver, OH, involved 21 commercial trucks, representing 7.8% of all crashes. Of these, 15 involved semi-tractor trailers and 6 involved other commercial vehicles. This highlights the presence of heavy vehicles in a notable portion of incidents.
Animal-Involved Crashes
Animal-strike crashes accounted for 33 incidents in Beaver, OH, representing 12.3% of all crashes. The majority of these incidents, 28, involved deer, while 5 involved other animals. This reflects a significant hazard from wildlife on the roadways.
Impairment (Alcohol / Drugs)
There were 17 crashes in Beaver, OH, linked to driver impairment, making up 6.3% of all crashes. Alcohol was a factor in 12 crashes, drugs in 3 crashes, and both alcohol and drugs were involved in 2 crashes. These figures represent a baseline, as impairment is often under-reported.
Driver Condition
Among drivers involved in crashes, 14 were reported to be 'Under the Influence of Medications / Drugs / Alcohol,' representing 3.4% of all drivers. Additionally, 8 drivers were noted as having 'Fell Asleep; Fainted; Fatigued; etc.,' and 4 drivers experienced 'Illness.' These conditions collectively indicate a small but significant portion of drivers operating under abnormal states.
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 noted in 27 instances, accounting for 6.5% of all drivers involved in crashes. 'Other distraction inside the vehicle' was reported 12 times, while 'Other distraction outside the vehicle' occurred 11 times. Manually operating an electronic communication device was a factor in 2 instances.
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 10.8% of crashes in Beaver, OH, occurred on curves (29 incidents), and 25.3% occurred on grades (68 incidents). The majority of crashes, 181, happened on straight-level roadways. This indicates that while most crashes are on straight sections, curves and grades still present elevated risks.
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 action for drivers was 'Straight Ahead,' accounting for 61.8% of reported actions. 'Slowing or Stopped In Traffic' was the second most frequent action at 16.4%, followed by 'Making Left Turn' at 8.0%. These actions highlight common scenarios immediately preceding crashes.
Pre-Crash Driver Action
Showing top 9 of 14 reported. 5 additional (10 total) not shown: Backing, Overtaking/Passing, Changing Lanes, Driverless, 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 in Beaver, OH, was 'Not Collision Between Two Vehicles in Transport,' representing 49.8% of incidents. Rear-end collisions were the second most frequent at 22.3%, followed by angle collisions at 17.1%. This suggests a high proportion of single-vehicle crashes or crashes with fixed objects.
Manner of Collision
"Other" combines 1 smaller categories (1 records): Backing (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 frequently involved vehicle type, accounting for 195 of the 419 vehicles in crashes, or 46.5%. Commercial vehicles, including semi-tractors (16), cargo vans (8), and single unit trucks (6), collectively made up 7.2% of all vehicles involved. This highlights the significant presence of passenger vehicles and a notable share of commercial vehicles.
Vehicle Type
"Other" combines 9 smaller categories (14 records): Single Unit Truck (6), Van (9-15 Seats) (1), Farm Equipment (1), Golf Cart (1), Limo (Livery Vehicle) (1), Other Vehicle (1), Pedestrian/Skater (1), Unknown or Hit/Skip (1), All Terrain Vehicle (ATV/UTV) (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 413 individuals, representing 78.5% of all persons. Occupants accounted for 112 individuals, while 1 pedestrian was involved. This indicates that most individuals involved in crashes are vehicle operators.
Person Type
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Person Injury Severity
Out of 526 persons involved in crashes, 3 individuals sustained fatal injuries, accounting for 0.6% of all persons. A total of 91 persons sustained injuries, encompassing serious (4), minor (43), and possible (44) injury severities. The majority, 424 persons, 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
Among participants, 450 individuals used 'Shoulder and Lap Belt Used' safety equipment. A notable 24 individuals, or 4.6% of those with reported safety equipment, were recorded as having 'None Used.' This indicates a small but present proportion of non-restraint use in crashes.
Occupant Safety Equipment
"Other" combines 2 smaller categories (5 records): Helmet Used (3), Lap Belt Only 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
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: Beaver, OH
- Total crash records analyzed: 269
- Total persons involved: 526
- Total vehicles involved: 419
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). "Beaver, 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/beaver/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