ThatCarHitMe.com
An Injuria.ai Company
CRASH INTELLIGENCE REPORT · BEAVERCREEK, 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/beavercreek/2021-annual-report
Yearly Traffic Safety Analysis
1,165 CRASHES IN
BEAVERCREEK, OH
2021
In Beavercreek, Ohio, during 2021, there were 1165 total crashes, resulting in 4 fatalities and 388 injuries. The highest number of crashes occurred on Fridays, with 215 incidents, and the peak hour for crashes was 3 PM, recording 117 incidents.
1,165
Total Crash Events
4
Persons Killed
388
Persons Injured
11.7%
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
136
Hit-and-Run Crashes — 2021
A total of 136 crashes were identified as hit-and-run incidents in 2021, representing 11.7% of all crashes. This status is based on the initial determination made by the responding officer at the scene of the crash.
Vulnerable Road User Casualties
In 2021, there were 4 motorists killed and 381 motorists injured in crashes. Pedestrians sustained 7 injuries, with no pedestrian fatalities reported. There were no reported fatalities or injuries for cyclists.
0
Pedestrians Killed
4
Motorists Killed
7
Pedestrians Injured
381
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 Beavercreek showed a clear temporal pattern in 2021, with the highest frequency on Fridays, accounting for 215 incidents. The peak hour for crashes was 3 PM, with 117 reported incidents. Approximately 71.8% of crashes occurred during daylight hours (7 AM to 7 PM), while 26.5% occurred during nighttime (7 PM to 7 AM).
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
The majority of crashes in 2021, 77%, resulted in no injuries, totaling 897 incidents. Injury crashes, encompassing serious, minor, and possible injuries, accounted for 22.7% of all incidents. There were 4 fatal crashes, which resulted in 4 total fatalities, noting that a single crash can involve multiple fatalities.
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
Most crashes in 2021 occurred under favorable conditions, with 59.4% happening in clear weather, 67% during daylight, and 74.8% on dry road surfaces. Conversely, 17.9% of crashes occurred in adverse weather conditions such as rain or snow, and 24.6% took place on wet, snowy, or icy 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
Among persons involved in crashes, the 26-34 age group was most represented, with 439 individuals. Passenger cars were the dominant vehicle type involved, accounting for 1205 vehicles. Chevrolet was the most frequently reported vehicle make, with 340 vehicles involved in crashes.
Top Vehicle Makes (2,101 vehicles)
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
120 persons with unknown or unrecorded age excluded from age chart.
Sex Distribution (2,701 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 crashes, 83.6%, occurred on the roadway itself. Approximately 12.9% of crashes occurred off the immediate travel lanes, specifically on the roadside, shoulder, or in the median. This indicates a notable portion of incidents involved vehicles leaving the main thoroughfare.
Crash Location (First Harmful Event)
"Other" combines 1 smaller categories (1 records): Shared-use paths or trails (1).
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Crash-level records
Traffic Control Device
Among vehicles involved in crashes, 54% were at locations with no traffic control present. Signalized locations accounted for 39.7% of vehicles involved in crashes. 'No Control' was the dominant traffic control environment for vehicles involved in crashes.
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 improper actions contributing to crashes were 'Following too Close / ACDA' (359 incidents, 33.8% of recorded factors), 'Failure to Yield' (145 incidents, 13.7%), and 'Drove off Road' (120 incidents, 11.3%). These three factors collectively represent a significant portion of identified improper driver actions.
Driver Contributing Factor
Showing top 9 of 20 reported. 11 additional (102 total) not shown: Left of Center, Swerving to Avoid, Not Discernible, Ran Stop Sign, Improper Passing, Load shifting/Falling/Spilling, Operating Defective Equipment, Improper Crossing, Vision Obstruction, Wrong Way, Stopped or Parked Illegally.
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 12 crashes involved either pedestrians (7 crashes) or bicyclists (5 crashes), representing 1.03% of all crashes. Motorcyclists were involved in 17 incidents. These categories represent vulnerable road users with a higher potential for severe outcomes.
Impairment (Alcohol / Drugs)
There were 51 impaired-driving crashes in 2021, accounting for 4.4% of all crashes. Of these, 32 incidents involved alcohol, 10 involved drugs, and 9 involved both alcohol and drugs. These figures represent a floor for impairment-related incidents due to potential under-reporting.
Driver Condition
Among drivers involved in crashes, 40 were reported to be under the influence of medications, drugs, or alcohol. Additionally, 22 drivers had fallen asleep, fainted, or were fatigued. These abnormal conditions collectively accounted for 3.6% of all drivers with a reported condition.
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
A total of 69 drivers were identified with specific distractions, representing 3.4% of all drivers. The most frequent real distractions included 'Other distraction inside the vehicle' (23 incidents) and 'Other distraction outside the vehicle' (21 incidents). Electronic device use, including manual operation and talking on devices, accounted for 25 incidents.
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 occurred on curves, while 29.9% occurred on grades (inclines or declines). The majority of crashes, 745 incidents, took place on straight, level roadways. These figures highlight the elevated risk associated with curved and graded road sections.
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 by drivers were 'Straight Ahead' (1096 incidents, 53% of reported actions) and 'Slowing or Stopped In Traffic' (447 incidents, 21.6%). 'Making Left Turn' was the third most frequent action, involved in 174 incidents, or 8.4% of reported actions.
Pre-Crash Driver Action
Showing top 9 of 17 reported. 8 additional (48 total) not shown: Entering Traffic Lane, Overtaking/Passing, Making U-Turn, Leaving Traffic Lane, Walking; Running; Jogging; Playing, Working, Other Non-Motorist, Standing.
Source: Ohio Crash Data (ODOT TIMS) · Csv Open Data · 2021-01-01 to 2021-12-31 · Vehicle unit records
Manner of Collision
The most frequent manner of collision was 'Not Collision Between Two Vehicles in Transport,' accounting for 383 crashes or 32.9% of all incidents. 'Rear-end' collisions were the second most common, with 353 crashes, representing 30.3% of the total. 'Angle' collisions followed with 244 incidents, or 20.9% of crashes.
Manner of Collision
"Other" combines 2 smaller categories (8 records): Other/Unknown (7), 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 dominant vehicle type involved in crashes, accounting for 1205 vehicles. Trucks, buses, and commercial vehicles collectively comprised 86 vehicles, representing 4.1% of all vehicles involved. Sport Utility Vehicles and Pickups were also significantly represented, with 417 and 214 vehicles respectively.
Vehicle Type
"Other" combines 9 smaller categories (60 records): Motorcycle 2 Wheeled (17), Other Vehicle (9), Bus (16+ Passengers) (9), Pedestrian/Skater (7), Single Unit Truck (7), Bicycle (6), Heavy Equipment (3), Motorhome (1), 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 dominant role among all persons involved in crashes, totaling 2053 individuals. Occupants (passengers) represented a notable share at 26.3% (735 persons). Pedestrians accounted for 7 individuals involved in crashes, and bicyclists accounted for 5 individuals.
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 0.15% of the total. A combined 388 individuals suffered injuries of serious, minor, or possible severity, accounting for 14.2% of all persons. The majority, 2333 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
The vast majority of participants, 2373 individuals, used shoulder and lap belts. A total of 114 individuals were reported as using no safety equipment, representing 4.3% of those with reported equipment use. Child restraint systems (forward-facing, rear-facing, and booster seats) were used by 133 individuals.
Occupant Safety Equipment
"Other" combines 2 smaller categories (24 records): Helmet Used (14), Lap Belt Only Used (10).
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 most common crash scenario involved two vehicles, accounting for 755 incidents. Single-vehicle crashes represented 28.3% of all incidents, with 330 crashes. A total of 17 crashes involved four or more vehicles.
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 7, 2026
Data Coverage
- Reporting period: 2021-01-01 through 2021-12-31 (365 days)
- Geographic scope: Beavercreek, OH
- Total crash records analyzed: 1,165
- Total persons involved: 2,795
- Total vehicles involved: 2,101
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). "Beavercreek, OH Crash Intelligence Report: 2021." Published July 7, 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/beavercreek/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 7, 2026 · All rights reserved