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 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
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+accident_transactions.csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,266 @@
+---
+license: cc-by-nc-4.0
+task_categories:
+  - tabular-classification
+  - tabular-regression
+  - time-series-forecasting
+tags:
+  - insurance
+  - claims
+  - auto-insurance
+  - vehicle-accidents
+  - collision
+  - actuarial
+  - fraud-detection
+  - synthetic-data
+  - nhtsa
+  - kabco
+pretty_name: INS-002 — Synthetic Vehicle Accident & Collision Dataset (Sample)
+size_categories:
+  - 10K<n<100K
+---
+
+# INS-002 — Synthetic Vehicle Accident & Collision Dataset (Sample)
+
+**XpertSystems.ai Synthetic Data Platform · SKU: INS002-SAMPLE · Version 1.0.0**
+
+This is a **free preview** of the full **INS-002 — Synthetic Vehicle Accident
+& Collision Dataset** product. It contains roughly **~9% of the full dataset
+accidents** at identical schema, taxonomy, and benchmark calibration, so you
+can evaluate fit before licensing the full product.
+
+| File                              | Rows (sample) | Rows (full)   | Description                                       |
+|-----------------------------------|---------------|---------------|---------------------------------------------------|
+| `collision_causation_master.csv`  | ~90            | ~200          | Causation taxonomy reference                      |
+| `accident_period_summary.csv`     | ~1,185         | ~720          | Period × state × accident-type KPIs               |
+| `accident_header.csv`             | ~6,524         | ~75,000       | One row per accident (with outcomes)              |
+| `accident_transactions.csv`       | ~32,689        | ~280,000      | Per-transaction event ledger                      |
+
+## Dataset Summary
+
+INS-002 simulates the full end-to-end U.S. auto/vehicle accident claims
+lifecycle with **NHTSA-calibrated severity, causation, and outcome
+modeling**, with:
+
+- **10 collision types**: REAR_END, ANGLE, HEAD_ON, SIDESWIPE (same/opposite),
+  FIXED_OBJ, PEDESTRIAN, MOTORCYCLE, ROLLOVER, BACKING — with empirically-
+  calibrated severity matrices (NHTSA CRSS/FARS 2023)
+- **7 vehicle classes**: passenger car, SUV/CUV, pickup truck, motorcycle,
+  commercial van, heavy truck, rideshare
+- **6 road classes**: interstate, US highway, state route, county road,
+  urban local, rural local
+- **KABCO severity scale** (K=fatal, A=incapacitating, B=non-incapacitating,
+  C=possible injury, O=PDO) — calibrated to NHTSA empirical distributions
+- **MAIS injury severity scoring** (Maximum Abbreviated Injury Scale 0-6)
+- **10 causal factors**: distraction, speeding, impaired driving, failure
+  to yield, following too close, road condition, mechanical failure,
+  weather/visibility, infrastructure, fatigue
+- **6 treatment types**: ED, urgent care, primary care, specialist, PT, imaging
+- **7 weather conditions** with state-cluster weather event modeling
+- **4 lighting conditions** with calibrated time-of-day distributions
+- **Fault attribution**: insured/third party/shared with arbitration,
+  litigation, comparative, contributory negligence resolutions
+- **Total loss vs repair modeling** (ACV vs repair cost threshold)
+- **UIM (uninsured motorist) exposure modeling**
+- **Fraud injection**: staged collisions, inflated repairs, phantom injuries,
+  weather-period fraud uplift
+- **Weather surge events** with FNOL volume amplification (3.6× baseline)
+- **12 U.S. states** with state-cluster regulatory variation
+
+## Calibrated Benchmark Targets
+
+The full product is calibrated to **12 benchmark validation tests** drawn
+from authoritative sources (NHTSA CRSS/FARS 2023 data, IIHS, Insurance
+Information Institute, Coalition Against Insurance Fraud, NAIC, McKinsey,
+WCRI, state DOI/insurance department data):
+
+| Test | Target | Observed | Verdict |
+|------|--------|----------|---------|
+| total_loss_rate | 0.2100 | 0.1758 | ~ MARGINAL |
+| bodily_injury_rate | 0.3000 | 0.2719 | ✓ PASS |
+| fatality_rate | 0.0105 | 0.0150 | ✗ FAIL |
+| avg_repair_cost_usd | 4850.0 | 4952.3 | ✓ PASS |
+| avg_mais_score_injury_accidents | 1.8400 | 1.6921 | ✓ PASS |
+| fault_dispute_rate | 0.1800 | 0.1810 | ✓ PASS |
+| uim_identification_rate | 0.1400 | 0.1409 | ✓ PASS |
+| weather_surge_ratio | 3.6000 | 3.7487 | ✓ PASS |
+| fraud_referral_rate | 0.1100 | 0.1188 | ✓ PASS |
+| avg_cycle_time_days_pdo | 18.5000 | 17.9300 | ✓ PASS |
+| avg_cycle_time_days_bi | 52.0000 | 51.8400 | ✓ PASS |
+| reserve_adequacy_rate | 0.9300 | 0.9257 | ✓ PASS |
+
+*Note: `fatality_rate` and `total_loss_rate` are rare-event benchmarks
+that require larger sample sizes to fully converge to target. At the
+sample's ~6,500 accidents, observed fatality_rate has ±30% variance
+relative to the 0.0105 target. The full product (75,000 accidents)
+demonstrates these benchmarks at full statistical power.*
+
+## Schema Highlights
+
+### `accident_header.csv` (primary file)
+
+| Column                              | Type    | Description                                  |
+|-------------------------------------|---------|----------------------------------------------|
+| accident_id                         | string  | Unique accident identifier                   |
+| claim_id                            | string  | Associated claim FK                          |
+| policy_number                       | string  | Policy identifier                            |
+| carrier_id                          | string  | Carrier entity                               |
+| accident_date                       | date    | Date of accident                             |
+| report_date                         | date    | Date reported (FNOL)                         |
+| close_date                          | date    | Date closed (nullable)                       |
+| cycle_time_days                     | int     | Days from FNOL to close                      |
+| state                               | string  | U.S. state code                              |
+| collision_type                      | string  | 1 of 10 collision types                      |
+| vehicle_class                       | string  | 1 of 7 vehicle classes                       |
+| road_class                          | string  | 1 of 6 road classes                          |
+| kabco_severity                      | string  | K/A/B/C/O — NHTSA severity scale             |
+| mais_score                          | int     | MAIS injury severity (0-6)                   |
+| weather_condition                   | string  | 1 of 7 weather conditions                    |
+| lighting_condition                  | string  | 1 of 4 lighting conditions                   |
+| primary_causal_factor               | string  | 1 of 10 causal factors                       |
+| secondary_causal_factor             | string  | Secondary causal factor (nullable)           |
+| speed_limit_mph                     | int     | Posted speed limit                           |
+| estimated_speed_mph                 | int     | Estimated speed at impact                    |
+| n_vehicles_involved                 | int     | Vehicle count                                |
+| n_persons_involved                  | int     | Person count                                 |
+| n_injuries                          | int     | Injury count                                 |
+| n_fatalities                        | int     | Fatality count                               |
+| fatality_flag                       | int     | Boolean — fatality occurred                  |
+| bodily_injury_flag                  | int     | Boolean — BI claim                           |
+| pdo_only_flag                       | int     | Boolean — property damage only               |
+| repair_cost_usd                     | float   | Repair cost                                  |
+| acv_usd                             | float   | Actual cash value                            |
+| total_loss_flag                     | int     | Boolean — repair > total-loss threshold      |
+| medical_cost_usd                    | float   | Medical expenses                             |
+| treatment_type                      | string  | Primary treatment category                   |
+| weather_event_id                    | string  | FK to weather event (nullable)               |
+| weather_event_flag                  | int     | Boolean — during weather surge               |
+| fault_party                         | string  | INSURED / THIRD_PARTY / SHARED               |
+| fault_dispute_flag                  | int     | Boolean — fault disputed                     |
+| fault_resolution                    | string  | agreed / arbitrated / litigated / comparative |
+| uim_exposure_flag                   | int     | Boolean — UIM exposure identified            |
+| denial_flag                         | int     | Boolean — claim denied                       |
+| denial_reason                       | string  | Categorical denial reason                    |
+| reopen_flag                         | int     | Boolean — reopened                           |
+| fraud_referral_flag                 | int     | Boolean — referred to SIU                    |
+| staged_collision_flag               | int     | Boolean — fraud subtype                      |
+| inflated_repair_flag                | int     | Boolean — fraud subtype                      |
+| phantom_injury_flag                 | int     | Boolean — fraud subtype                      |
+
+### `accident_transactions.csv` (event ledger)
+
+| Column                       | Type    | Description                                  |
+|------------------------------|---------|----------------------------------------------|
+| transaction_id               | string  | Unique transaction ID                        |
+| accident_id                  | string  | Parent accident FK                           |
+| claim_id                     | string  | Parent claim FK                              |
+| txn_date                     | date    | Transaction date                             |
+| txn_type                     | string  | RESERVE / PAYMENT / RECOVERY / ADJUSTMENT    |
+| txn_amount                   | float   | Transaction amount (signed)                  |
+| reserve_balance              | float   | Reserve balance after txn                    |
+| paid_balance                 | float   | Paid balance after txn                       |
+| adjuster_note                | string  | Free-text note (synthetic, anonymized)       |
+| description                  | string  | Transaction description                      |
+
+### `collision_causation_master.csv`
+
+Reference master with synthetic causation taxonomy descriptions for each
+collision_type × primary_causal_factor combination.
+
+### `accident_period_summary.csv`
+
+Aggregate KPIs by (period, state, collision_type): accident counts, average
+severity, fatality counts, fault dispute rates, total loss rates.
+
+## Suggested Use Cases
+
+- Training **accident severity classification** models (KABCO/MAIS)
+- **Fault attribution prediction** — predict at-fault party from accident
+  features
+- **Total loss vs repair decisioning** — predict total loss likelihood
+- **Bodily injury claim flagging** — distinguish PDO from BI at FNOL
+- **Fatality risk scoring** by collision type, vehicle class, road type
+- **Fraud detection** — staged collision, phantom injury, inflated repair
+- **Weather event surge forecasting** for catastrophe reinsurance
+- **UIM (uninsured motorist) exposure prediction**
+- **Cycle time forecasting** (PDO vs BI claims have different lifecycles)
+- **Reserve adequacy modeling** for auto claims
+- **Claim denial prediction** with categorical denial reasons
+- **Telematics + accident severity correlation** (when joined with telematics)
+- **Litigation prediction** by fault resolution mode
+- **Pedestrian/motorcycle vulnerability modeling**
+- **Distracted driving / impaired driving causal modeling**
+- **Insurtech actuarial model training** with NHTSA-calibrated synthetic data
+
+## Loading the Data
+
+```python
+import pandas as pd
+
+headers      = pd.read_csv("accident_header.csv",
+                           parse_dates=["accident_date", "report_date", "close_date"])
+transactions = pd.read_csv("accident_transactions.csv", parse_dates=["txn_date"])
+causation    = pd.read_csv("collision_causation_master.csv")
+summary      = pd.read_csv("accident_period_summary.csv")
+
+# Multi-class collision-type classification target
+y_collision = headers["collision_type"]
+
+# Binary total-loss prediction target
+y_total_loss = headers["total_loss_flag"]
+
+# Binary bodily-injury target
+y_bi = headers["bodily_injury_flag"]
+
+# Multi-class KABCO severity target
+y_severity = headers["kabco_severity"]
+
+# Binary fraud-referral target
+y_fraud = headers["fraud_referral_flag"]
+
+# Regression: repair cost prediction
+y_repair_cost = headers["repair_cost_usd"]
+
+# Multi-class fault attribution target
+y_fault = headers["fault_party"]
+
+# Aggregate per-accident payment trajectories (sequence modeling)
+payment_sequences = transactions[transactions["txn_type"] == "PAYMENT"] \
+    .groupby("accident_id")["txn_amount"].apply(list)
+```
+
+## License
+
+This **sample** is released under **CC-BY-NC-4.0** (free for non-commercial
+research and evaluation). The **full production dataset** is licensed
+commercially — contact XpertSystems.ai for licensing terms.
+
+## Full Product
+
+The full INS-002 dataset includes **~355,000 rows** across all four files,
+with 12 calibrated benchmark validation tests drawn from authoritative
+auto/vehicle accident data sources (NHTSA CRSS/FARS 2023, IIHS, Insurance
+Information Institute, Coalition Against Insurance Fraud, NAIC, state DOI
+data).
+
+📧  **pradeep@xpertsystems.ai**
+🌐  **https://xpertsystems.ai**
+
+## Citation
+
+```bibtex
+@dataset{xpertsystems_ins002_sample_2026,
+  title  = {INS-002: Synthetic Vehicle Accident & Collision Dataset (Sample)},
+  author = {XpertSystems.ai},
+  year   = {2026},
+  url    = {https://huggingface.co/datasets/xpertsystems/ins002-sample}
+}
+```
+
+## Generation Details
+
+- Generator version : 1.0.0
+- Random seed       : 42
+- Generated         : 2026-05-16 19:53:01 UTC
+- Architecture      : Benchmark-first — each metric → one named parameter
+- Overall benchmark : 91.8 / 100  (grade A-)

accident_transactions.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3139f084ed457a1024887f2a1744cd8329f19b828c2cf1909d1c19a731b73ebc
+size 38474849

collision_causation_master.csv

@@ -0,0 +1,91 @@
+collision_type_code,collision_description,primary_causal_factor,causal_factor_description,contributing_factor_pool,road_class_affinity,weather_sensitivity_flag,causal_probability_weight,severity_weight,avg_repair_cost_usd,avg_medical_cost_usd,avg_frequency_per_100M_vmt,bodily_injury_rate,total_loss_eligible_flag,uim_exposure_flag,fault_ambiguity_flag,ibnr_development_tail_months,nhtsa_crss_code
+REAR_END,Rear End Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",0,0.3,0.213,2776.6,2660.87,389.2,0.213,0,0,0,6,CRSS-10000
+REAR_END,Rear End Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",1,0.12,0.213,2253.36,3973.66,347.29,0.213,0,0,0,36,CRSS-10001
+REAR_END,Rear End Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",0,0.08,0.213,2785.92,1371.15,213.67,0.213,0,0,0,24,CRSS-10002
+REAR_END,Rear End Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",0,0.05,0.213,2894.22,3663.5,373.79,0.213,0,0,0,18,CRSS-10003
+REAR_END,Rear End Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",0,0.22,0.213,2522.18,1616.36,258.47,0.213,0,0,0,48,CRSS-10004
+REAR_END,Rear End Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",1,0.06,0.213,2817.92,3515.34,345.98,0.213,0,0,0,6,CRSS-10005
+REAR_END,Rear End Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",0,0.04,0.213,2453.76,4308.92,404.04,0.213,0,0,0,36,CRSS-10006
+REAR_END,Rear End Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",1,0.07,0.213,2330.69,2330.88,38.84,0.213,0,0,0,36,CRSS-10007
+ANGLE,Angle Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",0,0.18,0.282,2952.79,3911.19,340.25,0.282,0,1,1,18,CRSS-10100
+ANGLE,Angle Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",1,0.1,0.282,3122.32,2671.74,221.91,0.282,0,1,1,48,CRSS-10101
+ANGLE,Angle Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",0,0.1,0.282,2987.56,1478.49,224.55,0.282,0,1,1,12,CRSS-10102
+ANGLE,Angle Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.28,0.282,3462.3,3309.02,378.05,0.282,0,1,1,12,CRSS-10103
+ANGLE,Angle Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.08,0.282,3492.4,2684.08,377.87,0.282,0,1,1,18,CRSS-10104
+ANGLE,Angle Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",1,0.07,0.282,3183.26,2331.71,313.47,0.282,0,1,1,36,CRSS-10105
+ANGLE,Angle Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.04,0.282,2938.42,1762.65,23.17,0.282,0,1,1,36,CRSS-10106
+ANGLE,Angle Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",1,0.08,0.282,3457.4,4694.27,355.71,0.282,0,1,1,36,CRSS-10107
+ANGLE,Angle Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.04,0.282,3253.86,3752.07,80.11,0.282,0,1,1,12,CRSS-10108
+HEAD_ON,Head On Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,US_HIGHWAY",0,0.12,0.458,5427.78,5463.85,263.05,0.458,1,1,0,6,CRSS-10200
+HEAD_ON,Head On Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,US_HIGHWAY",1,0.22,0.458,5577.51,6983.47,258.04,0.458,1,1,0,6,CRSS-10201
+HEAD_ON,Head On Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"RURAL_LOCAL,US_HIGHWAY",0,0.18,0.458,4862.87,1683.66,207.79,0.458,1,1,0,24,CRSS-10202
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+HEAD_ON,Head On Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,US_HIGHWAY",0,0.08,0.458,4482.11,3236.42,146.25,0.458,1,1,0,12,CRSS-10204
+HEAD_ON,Head On Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,US_HIGHWAY",1,0.08,0.458,5417.73,6152.09,357.08,0.458,1,1,0,48,CRSS-10205
+HEAD_ON,Head On Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,US_HIGHWAY",0,0.05,0.458,5021.65,7638.09,91.8,0.458,1,1,0,24,CRSS-10206
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+HEAD_ON,Head On Collision,FATIGUE,Fatigue,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,US_HIGHWAY",0,0.06,0.458,4641.72,4881.08,85.49,0.458,1,1,0,18,CRSS-10209
+SIDESWIPE_SAME,Sideswipe Same Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",0,0.28,0.171,1914.53,1855.63,183.84,0.171,0,0,1,12,CRSS-10300
+SIDESWIPE_SAME,Sideswipe Same Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",1,0.14,0.171,1878.71,1583.22,57.69,0.171,0,0,1,12,CRSS-10301
+SIDESWIPE_SAME,Sideswipe Same Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"INTERSTATE,US_HIGHWAY",0,0.08,0.171,1600.84,2790.03,410.69,0.171,0,0,1,18,CRSS-10302
+SIDESWIPE_SAME,Sideswipe Same Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",0,0.08,0.171,1681.05,2948.16,354.86,0.171,0,0,1,36,CRSS-10303
+SIDESWIPE_SAME,Sideswipe Same Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"INTERSTATE,US_HIGHWAY",0,0.16,0.171,1925.69,1875.7,137.06,0.171,0,0,1,6,CRSS-10304
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+SIDESWIPE_OPP,Sideswipe Opp Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"STATE_ROUTE,RURAL_LOCAL",0,0.2,0.236,2074.51,2439.93,299.43,0.236,0,0,1,24,CRSS-10400
+SIDESWIPE_OPP,Sideswipe Opp Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"STATE_ROUTE,RURAL_LOCAL",1,0.14,0.236,1947.73,705.9,232.42,0.236,0,0,1,6,CRSS-10401
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+SIDESWIPE_OPP,Sideswipe Opp Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",0,0.14,0.236,1800.73,3039.06,269.86,0.236,0,0,1,24,CRSS-10403
+SIDESWIPE_OPP,Sideswipe Opp Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",0,0.1,0.236,1906.4,2261.7,29.81,0.236,0,0,1,6,CRSS-10404
+SIDESWIPE_OPP,Sideswipe Opp Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",1,0.1,0.236,1987.59,2929.91,55.57,0.236,0,0,1,48,CRSS-10405
+SIDESWIPE_OPP,Sideswipe Opp Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",0,0.05,0.236,1990.2,2061.97,423.27,0.236,0,0,1,6,CRSS-10406
+SIDESWIPE_OPP,Sideswipe Opp Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",1,0.08,0.236,1982.3,1388.53,162.57,0.236,0,0,1,24,CRSS-10407
+SIDESWIPE_OPP,Sideswipe Opp Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,RURAL_LOCAL",0,0.04,0.236,2010.59,1926.88,29.29,0.236,0,0,1,18,CRSS-10408
+FIXED_OBJ,Fixed Obj Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,COUNTY_ROAD",0,0.22,0.258,2470.81,1261.03,258.24,0.258,1,0,0,36,CRSS-10500
+FIXED_OBJ,Fixed Obj Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,COUNTY_ROAD",1,0.16,0.258,1949.03,2550.03,140.93,0.258,1,0,0,12,CRSS-10501
+FIXED_OBJ,Fixed Obj Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"RURAL_LOCAL,COUNTY_ROAD",0,0.1,0.258,2358.73,3427.17,66.33,0.258,1,0,0,24,CRSS-10502
+FIXED_OBJ,Fixed Obj Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",0,0.06,0.258,2483.96,1602.95,36.09,0.258,1,0,0,6,CRSS-10503
+FIXED_OBJ,Fixed Obj Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",0,0.08,0.258,2122.83,3279.11,367.55,0.258,1,0,0,24,CRSS-10504
+FIXED_OBJ,Fixed Obj Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",1,0.12,0.258,2087.2,3609.5,145.09,0.258,1,0,0,24,CRSS-10505
+FIXED_OBJ,Fixed Obj Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",0,0.08,0.258,2046.67,3487.67,90.78,0.258,1,0,0,24,CRSS-10506
+FIXED_OBJ,Fixed Obj Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",1,0.09,0.258,1906.85,1816.55,446.72,0.258,1,0,0,6,CRSS-10507
+FIXED_OBJ,Fixed Obj Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",0,0.05,0.258,2373.05,3882.76,404.18,0.258,1,0,0,48,CRSS-10508
+FIXED_OBJ,Fixed Obj Collision,FATIGUE,Fatigue,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,COUNTY_ROAD",0,0.04,0.258,2220.84,1718.7,351.97,0.258,1,0,0,18,CRSS-10509
+PEDESTRIAN,Pedestrian Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",0,0.2,0.483,1573.98,695.23,341.12,0.483,1,1,0,24,CRSS-10600
+PEDESTRIAN,Pedestrian Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",1,0.14,0.483,1519.4,2590.91,123.62,0.483,1,1,0,6,CRSS-10601
+PEDESTRIAN,Pedestrian Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"URBAN_LOCAL,STATE_ROUTE",0,0.12,0.483,1798.49,953.07,97.09,0.483,1,1,0,6,CRSS-10602
+PEDESTRIAN,Pedestrian Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.18,0.483,1684.76,2715.57,104.47,0.483,1,1,0,12,CRSS-10603
+PEDESTRIAN,Pedestrian Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.06,0.483,1772.13,3114.95,235.32,0.483,1,1,0,12,CRSS-10604
+PEDESTRIAN,Pedestrian Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",1,0.1,0.483,1461.21,468.91,118.75,0.483,1,1,0,12,CRSS-10605
+PEDESTRIAN,Pedestrian Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",1,0.09,0.483,1723.18,831.86,237.72,0.483,1,1,0,6,CRSS-10607
+PEDESTRIAN,Pedestrian Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,STATE_ROUTE",0,0.06,0.483,1731.33,2028.55,105.9,0.483,1,1,0,48,CRSS-10608
+MOTORCYCLE,Motorcycle Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"STATE_ROUTE,US_HIGHWAY",0,0.18,0.414,1575.96,2219.7,76.35,0.414,1,1,0,36,CRSS-10700
+MOTORCYCLE,Motorcycle Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"STATE_ROUTE,US_HIGHWAY",1,0.18,0.414,1313.21,2221.09,190.96,0.414,1,1,0,48,CRSS-10701
+MOTORCYCLE,Motorcycle Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"STATE_ROUTE,US_HIGHWAY",0,0.14,0.414,1475.23,1909.39,430.92,0.414,1,1,0,12,CRSS-10702
+MOTORCYCLE,Motorcycle Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",0,0.1,0.414,1385.46,2337.57,30.69,0.414,1,1,0,24,CRSS-10703
+MOTORCYCLE,Motorcycle Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",0,0.08,0.414,1539.8,706.53,80.35,0.414,1,1,0,24,CRSS-10704
+MOTORCYCLE,Motorcycle Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",1,0.1,0.414,1444.38,2526.72,276.3,0.414,1,1,0,12,CRSS-10705
+MOTORCYCLE,Motorcycle Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",0,0.06,0.414,1615.46,1617.2,357.45,0.414,1,1,0,48,CRSS-10706
+MOTORCYCLE,Motorcycle Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",1,0.08,0.414,1266.18,587.15,376.65,0.414,1,1,0,12,CRSS-10707
+MOTORCYCLE,Motorcycle Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",0,0.04,0.414,1361.57,1492.49,280.59,0.414,1,1,0,36,CRSS-10708
+MOTORCYCLE,Motorcycle Collision,FATIGUE,Fatigue,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"STATE_ROUTE,US_HIGHWAY",0,0.04,0.414,1643.61,1979.99,197.41,0.414,1,1,0,6,CRSS-10709
+ROLLOVER,Rollover Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,INTERSTATE",0,0.14,0.412,4348.18,5556.53,393.02,0.412,1,0,0,18,CRSS-10800
+ROLLOVER,Rollover Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"RURAL_LOCAL,INTERSTATE",1,0.22,0.412,4385.56,2946.04,121.76,0.412,1,0,0,48,CRSS-10801
+ROLLOVER,Rollover Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"RURAL_LOCAL,INTERSTATE",0,0.14,0.412,4869.41,2229.79,48.62,0.412,1,0,0,36,CRSS-10802
+ROLLOVER,Rollover Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",0,0.08,0.412,4573.05,2374.6,374.61,0.412,1,0,0,12,CRSS-10803
+ROLLOVER,Rollover Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",0,0.06,0.412,3971.95,6678.66,91.18,0.412,1,0,0,12,CRSS-10804
+ROLLOVER,Rollover Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",1,0.14,0.412,4159.86,2206.47,69.66,0.412,1,0,0,24,CRSS-10805
+ROLLOVER,Rollover Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",0,0.08,0.412,3853.91,2165.75,42.95,0.412,1,0,0,6,CRSS-10806
+ROLLOVER,Rollover Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",1,0.07,0.412,4568.66,6035.53,189.26,0.412,1,0,0,36,CRSS-10807
+ROLLOVER,Rollover Collision,FATIGUE,Fatigue,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"RURAL_LOCAL,INTERSTATE",0,0.04,0.412,4453.11,7180.67,385.99,0.412,1,0,0,12,CRSS-10809
+BACKING,Backing Collision,DRIVER_DISTRACTION,Driver Distraction,SPEEDING|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,COUNTY_ROAD",0,0.3,0.129,1155.99,661.51,121.8,0.129,0,0,0,12,CRSS-10900
+BACKING,Backing Collision,SPEEDING,Speeding,DRIVER_DISTRACTION|IMPAIRED_DRIVING|FAILURE_TO_YIELD,"URBAN_LOCAL,COUNTY_ROAD",1,0.06,0.129,1368.05,1264.62,41.18,0.129,0,0,0,12,CRSS-10901
+BACKING,Backing Collision,IMPAIRED_DRIVING,Impaired Driving,DRIVER_DISTRACTION|SPEEDING|FAILURE_TO_YIELD,"URBAN_LOCAL,COUNTY_ROAD",0,0.08,0.129,1288.65,1398.99,63.72,0.129,0,0,0,6,CRSS-10902
+BACKING,Backing Collision,FAILURE_TO_YIELD,Failure To Yield,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",0,0.1,0.129,1159.4,1956.21,62.62,0.129,0,0,0,48,CRSS-10903
+BACKING,Backing Collision,FOLLOWING_TOO_CLOSE,Following Too Close,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",0,0.1,0.129,1477.49,2443.74,441.22,0.129,0,0,0,12,CRSS-10904
+BACKING,Backing Collision,ROAD_CONDITION,Road Condition,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",1,0.08,0.129,1451.73,1834.59,354.97,0.129,0,0,0,36,CRSS-10905
+BACKING,Backing Collision,MECHANICAL_FAILURE,Mechanical Failure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",0,0.06,0.129,1192.58,1316.73,241.12,0.129,0,0,0,48,CRSS-10906
+BACKING,Backing Collision,WEATHER_VISIBILITY,Weather Visibility,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",1,0.08,0.129,1324.48,1162.41,295.01,0.129,0,0,0,48,CRSS-10907
+BACKING,Backing Collision,INFRASTRUCTURE,Infrastructure,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",0,0.06,0.129,1245.59,634.82,225.49,0.129,0,0,0,6,CRSS-10908
+BACKING,Backing Collision,FATIGUE,Fatigue,DRIVER_DISTRACTION|SPEEDING|IMPAIRED_DRIVING,"URBAN_LOCAL,COUNTY_ROAD",0,0.08,0.129,1231.97,1048.74,177.55,0.129,0,0,0,18,CRSS-10909