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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: '[-0.03753845766186714, -0.004766788333654404, -0.001185490284115076, -0.018201753497123718, -0.033424265682697296, 0.016130471602082253, -0.006728122942149639, 0.024798648431897163, -0.022429442033171654, -0.04068794474005699, -0.0084979347884655, 0.03390661999583244, 0.004259607754647732, -0.014520261436700821, -0.004465317353606224, 0.024741901084780693, 0.0058237100020051, -0.03674399480223656, 0.006274143233895302, -0.016371648758649826, 0.0013415459543466568, 0.011136692948639393, -0.018074072897434235, -0.017123552039265633, -0.03603465110063553, 0.005334263201802969, 0.011661606840789318, -0.021337052807211876, 0.001128742820583284, -0.04168102517724037, 0.014030814170837402, -0.033424265682697296, -0.02352183125913143, -0.035353679209947586, -0.01440676674246788, 0.003129978198558092, -0.001116329338401556, -0.025507992133498192, 0.023819755762815475, -0.0003786121087614447, 0.0019010405521839857, 0.007249490823596716, 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Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in cast_table_to_schema
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2261, in <listcomp>
                  arrays = [cast_array_to_feature(table[name], feature) for name, feature in features.items()]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1802, in <listcomp>
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2116, in cast_array_to_feature
                  return array_cast(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1804, in wrapper
                  return func(array, *args, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 1963, in array_cast
                  return array.cast(pa_type)
                File "pyarrow/array.pxi", line 996, in pyarrow.lib.Array.cast
                File "/src/services/worker/.venv/lib/python3.9/site-packages/pyarrow/compute.py", line 404, in cast
                  return call_function("cast", [arr], options, memory_pool)
                File "pyarrow/_compute.pyx", line 590, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 385, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: '[-0.03753845766186714, -0.004766788333654404, -0.001185490284115076, -0.018201753497123718, -0.033424265682697296, 0.016130471602082253, -0.006728122942149639, 0.024798648431897163, -0.022429442033171654, -0.04068794474005699, -0.0084979347884655, 0.03390661999583244, 0.004259607754647732, -0.014520261436700821, -0.004465317353606224, 0.024741901084780693, 0.0058237100020051, -0.03674399480223656, 0.006274143233895302, -0.016371648758649826, 0.0013415459543466568, 0.011136692948639393, -0.018074072897434235, -0.017123552039265633, -0.03603465110063553, 0.005334263201802969, 0.011661606840789318, -0.021337052807211876, 0.001128742820583284, -0.04168102517724037, 0.014030814170837402, -0.033424265682697296, -0.02352183125913143, -0.035353679209947586, -0.01440676674246788, 0.003129978198558092, -0.001116329338401556, -0.025507992133498192, 0.023819755762815475, -0.0003786121087614447, 0.0019010405521839857, 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              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1529, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1154, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1027, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1122, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2038, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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town
string
section
int64
scenario
string
part
int64
objects
string
controls
string
chatgpt_raw_response
string
chatgpt_extracted_location
string
chatgpt_extracted_situation
string
chatgpt_extracted_risk
string
chatgpt_extracted_message
string
objs_ctrls_embedding
null
message_embedding
null
Town12
72
ParkedObstacle
1
[(27, 'vehicle.lincoln.mkz_2020'), (38, 'vehicle.ford.mustang'), (32, 'vehicle.lincoln.mkz_2020'), (48, 'vehicle.chevrolet.impala'), (45, 'vehicle.lincoln.mkz_2020'), (22, 'vehicle.mini.cooper_s_2021'), (10, 'vehicle.lincoln.mkz_2020'), (41, 'vehicle.mercedes.coupe_2020'), (13, 'vehicle.lincoln.mkz_2020'), (4, 'vehicle.dodge.charger_2020'), (7, 'vehicle.nissan.patrol_2021'), (20, 'vehicle.lincoln.mkz_2017'), (9, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (19, 'traffic.traffic_light'), (38, 'traffic.traffic_light'), (19, 'traffic.traffic_light'), (39, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.005932168569415808, 'brake': False, 'speed': 0.0015687907580286264, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
44
PriorityAtJunction
8
[(36, 'vehicle.lincoln.mkz_2020'), (47, 'vehicle.mini.cooper_s_2021'), (25, 'vehicle.audi.tt'), (39, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.nissan.patrol_2021'), (43, 'vehicle.mercedes.coupe_2020'), (36, 'vehicle.nissan.patrol_2021'), (33, 'vehicle.lincoln.mkz_2020'), (48, 'vehicle.lincoln.mkz_2017'), (15, 'vehicle.dodge.charger_2020'), (5, 'vehicle.nissan.patrol_2021'), (6, 'vehicle.chevrolet.impala'), (15, 'vehicle.chevrolet.impala'), (19, 'vehicle.chevrolet.impala'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.ford.mustang'), (16, 'vehicle.ford.mustang'), (30, 'traffic.speed_limit.30'), (38, 'traffic.speed_limit.30'), (15, 'traffic.speed_limit.50'), (48, 'traffic.speed_limit.50'), (36, 'traffic.traffic_light'), (36, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': 0.0020068995654582977, 'brake': False, 'speed': 0.04513821378350258, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City road
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
78
HardBreakRoute
4
[(48, 'vehicle.audi.tt'), (46, 'vehicle.dodge.charger_2020'), (46, 'vehicle.lincoln.mkz_2020'), (27, 'vehicle.dodge.charger_2020'), (31, 'vehicle.lincoln.mkz_2020'), (28, 'vehicle.audi.tt'), (26, 'vehicle.mini.cooper_s_2021'), (22, 'vehicle.lincoln.mkz_2020'), (18, 'vehicle.ford.mustang'), (32, 'vehicle.chevrolet.impala'), (13, 'vehicle.mercedes.coupe_2020'), (9, 'vehicle.ford.mustang'), (44, 'vehicle.ford.mustang'), (11, 'traffic.speed_limit.50'), (11, 'traffic.yield')]
[{'throttle': 0.0, 'steer': 0.002886597765609622, 'brake': True, 'speed': 2.0609383583068848, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "high", "message": "Stay focused, be cautious, and maintain safe distance." }
City street
Approaching multiple vehicles and traffic signs
high
Stay focused, be cautious, and maintain safe distance.
null
null
Town12
0
AccidentTwoWays
2
[(25, 'vehicle.ford.mustang'), (25, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.mercedes.coupe_2020'), (41, 'vehicle.mini.cooper_s_2021'), (18, 'vehicle.dodge.charger_2020'), (16, 'vehicle.chevrolet.impala'), (25, 'vehicle.ford.mustang'), (31, 'vehicle.chevrolet.impala'), (24, 'vehicle.dodge.charger_2020'), (38, 'vehicle.lincoln.mkz_2020'), (34, 'vehicle.mercedes.coupe_2020'), (45, 'vehicle.dodge.charger_2020'), (21, 'vehicle.ford.mustang'), (10, 'vehicle.mercedes.coupe_2020'), (10, 'vehicle.chevrolet.impala'), (6, 'traffic.speed_limit.30'), (29, 'traffic.speed_limit.30'), (24, 'traffic.speed_limit.30'), (15, 'traffic.speed_limit.30'), (18, 'traffic.stop'), (9, 'traffic.stop'), (17, 'traffic.stop'), (7, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.048623424023389816, 'brake': False, 'speed': 2.4554810523986816, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and signs" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and signs
null
null
Town12
47
HardBreakRoute
2
[(13, 'vehicle.chevrolet.impala'), (17, 'vehicle.mercedes.coupe_2020'), (20, 'vehicle.lincoln.mkz_2020'), (32, 'vehicle.nissan.patrol_2021'), (36, 'vehicle.ford.mustang'), (7, 'vehicle.chevrolet.impala'), (15, 'vehicle.mini.cooper_s_2021'), (37, 'vehicle.lincoln.mkz_2020'), (6, 'vehicle.chevrolet.impala'), (28, 'vehicle.chevrolet.impala'), (19, 'vehicle.ford.mustang'), (38, 'vehicle.lincoln.mkz_2017'), (44, 'traffic.speed_limit.120')]
[{'throttle': 0.556486189365387, 'steer': -0.0023299132008105516, 'brake': False, 'speed': 8.189626693725586, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay focused, slow down, and be prepared to stop." }
City road
Approaching multiple vehicles and a traffic light
medium
Stay focused, slow down, and be prepared to stop.
null
null
Town12
38
ParkedObstacleTwoWays
2
[(42, 'vehicle.chevrolet.impala'), (40, 'vehicle.lincoln.mkz_2017'), (31, 'vehicle.audi.tt'), (22, 'vehicle.audi.tt'), (21, 'vehicle.chevrolet.impala'), (37, 'vehicle.mini.cooper_s_2021'), (28, 'vehicle.nissan.patrol_2021'), (44, 'vehicle.mercedes.coupe_2020'), (30, 'vehicle.dodge.charger_2020'), (13, 'vehicle.lincoln.mkz_2020'), (11, 'vehicle.audi.tt'), (4, 'vehicle.ford.mustang'), (18, 'vehicle.chevrolet.impala'), (10, 'vehicle.mercedes.coupe_2020'), (48, 'vehicle.ford.mustang'), (24, 'traffic.speed_limit.90')]
[{'throttle': 0.0, 'steer': -0.18374153971672058, 'brake': True, 'speed': 0.0006506569916382432, 'speedLimit': 30.0}]
{ "location": "City area", "situation": "Vehicle at a complete stop with brake applied", "risk": "low", "message": "Stay alert for surrounding vehicles and pedestrians. You're doing great!" }
City area
Vehicle at a complete stop with brake applied
low
Stay alert for surrounding vehicles and pedestrians. You're doing great!
null
null
Town12
78
YieldToEmergencyVehicle
2
[(24, 'vehicle.audi.tt'), (48, 'vehicle.dodge.charger_2020'), (49, 'vehicle.lincoln.mkz_2017'), (6, 'vehicle.dodge.charger_2020'), (11, 'vehicle.dodge.charger_2020'), (42, 'vehicle.mercedes.coupe_2020'), (47, 'vehicle.ford.mustang'), (23, 'vehicle.lincoln.mkz_2017'), (43, 'traffic.speed_limit.90'), (46, 'traffic.speed_limit.90'), (29, 'traffic.yield')]
[{'throttle': 0.39068660140037537, 'steer': 0.04778794199228287, 'brake': False, 'speed': 8.229174613952637, 'speedLimit': 80.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic signs ahead" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay alert, multiple vehicles and traffic signs ahead
null
null
Town12
62
ControlLoss
3
[(26, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.mini.cooper_s_2021'), (17, 'vehicle.dodge.charger_2020'), (39, 'vehicle.ford.mustang'), (15, 'traffic.speed_limit.30'), (46, 'traffic.speed_limit.50'), (33, 'traffic.speed_limit.50'), (43, 'traffic.traffic_light'), (24, 'traffic.traffic_light'), (24, 'traffic.traffic_light'), (44, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.0007029956323094666, 'brake': True, 'speed': 8.379480361938477, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching a traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead" }
City street
Approaching a traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead
null
null
Town12
4
OppositeVehicleTakingPriority
2
[(28, 'vehicle.dodge.charger_2020'), (45, 'vehicle.lincoln.mkz_2017'), (38, 'vehicle.audi.tt'), (19, 'vehicle.nissan.patrol_2021'), (49, 'vehicle.chevrolet.impala'), (30, 'traffic.speed_limit.30'), (10, 'traffic.speed_limit.30'), (16, 'traffic.speed_limit.30'), (25, 'traffic.speed_limit.30'), (1, 'traffic.stop'), (15, 'traffic.stop'), (22, 'traffic.stop'), (17, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.800000011920929, 'brake': False, 'speed': 0.05621548369526863, 'speedLimit': 30.0}]
{ "location": "Near a traffic stop", "situation": "Throttling with high steering", "risk": "high", "message": "Reduce throttle, watch for traffic stops, and steer gently." }
Near a traffic stop
Throttling with high steering
high
Reduce throttle, watch for traffic stops, and steer gently.
null
null
Town12
52
VehicleTurningRoutePedestrian
1
[(36, 'vehicle.dodge.charger_2020'), (18, 'vehicle.lincoln.mkz_2017'), (32, 'vehicle.nissan.patrol_2021'), (27, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.nissan.patrol_2021'), (47, 'vehicle.ford.mustang'), (20, 'traffic.speed_limit.30'), (8, 'traffic.speed_limit.90'), (32, 'traffic.speed_limit.90'), (22, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.15836212038993835, 'brake': False, 'speed': 7.925372123718262, 'speedLimit': 90.0}]
{ "location": "City road", "situation": "Approaching vehicles and speed limit sign", "risk": "medium", "message": "Be aware of surrounding vehicles and check speed limit signs." }
City road
Approaching vehicles and speed limit sign
medium
Be aware of surrounding vehicles and check speed limit signs.
null
null
Town12
79
YieldToEmergencyVehicle
3
[(30, 'vehicle.mini.cooper_s_2021'), (15, 'vehicle.chevrolet.impala'), (15, 'vehicle.mini.cooper_s_2021'), (30, 'vehicle.lincoln.mkz_2020'), (30, 'vehicle.dodge.charger_2020'), (15, 'vehicle.nissan.patrol_2021'), (15, 'vehicle.chevrolet.impala'), (30, 'vehicle.chevrolet.impala'), (30, 'vehicle.chevrolet.impala'), (15, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang')]
[{'throttle': 0.75, 'steer': 0.10000000149011612, 'brake': False, 'speed': 0.2058393359184265, 'speedLimit': 30.0}]
{ "location": "Urban area", "situation": "Approaching multiple vehicles and pedestrians", "risk": "high", "message": "Stay alert, multiple vehicles and pedestrians ahead. Maintain safe distance." }
Urban area
Approaching multiple vehicles and pedestrians
high
Stay alert, multiple vehicles and pedestrians ahead. Maintain safe distance.
null
null
Town12
63
ParkingCrossingPedestrian
5
[(41, 'vehicle.mini.cooper_s_2021'), (33, 'vehicle.ford.mustang'), (42, 'vehicle.audi.tt'), (28, 'vehicle.chevrolet.impala'), (7, 'vehicle.dodge.charger_2020'), (17, 'vehicle.ford.mustang'), (10, 'vehicle.chevrolet.impala'), (22, 'vehicle.ford.mustang'), (41, 'vehicle.mercedes.coupe_2020'), (12, 'traffic.speed_limit.30'), (29, 'traffic.speed_limit.30'), (47, 'traffic.speed_limit.30'), (34, 'traffic.traffic_light'), (24, 'traffic.traffic_light'), (25, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.004791778512299061, 'brake': False, 'speed': 0.28078174591064453, 'speedLimit': 30.0}]
{ "location": "Urban area", "situation": "Approaching traffic lights and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic lights and multiple vehicles ahead" }
Urban area
Approaching traffic lights and multiple vehicles
medium
Stay alert, approaching traffic lights and multiple vehicles ahead
null
null
Town12
22
NonSignalizedJunctionLeftTurn
4
[(41, 'vehicle.ford.mustang'), (43, 'vehicle.lincoln.mkz_2017'), (45, 'vehicle.dodge.charger_2020'), (40, 'vehicle.audi.tt'), (39, 'vehicle.mercedes.coupe_2020'), (30, 'vehicle.lincoln.mkz_2020'), (20, 'vehicle.lincoln.mkz_2017'), (10, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (16, 'vehicle.mini.cooper_s_2021'), (16, 'traffic.speed_limit.30'), (35, 'traffic.speed_limit.90'), (46, 'traffic.speed_limit.90'), (28, 'traffic.traffic_light'), (43, 'traffic.traffic_light'), (44, 'traffic.traffic_light'), (28, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.007107833866029978, 'brake': False, 'speed': 0.017661727964878082, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "high", "message": "Stay focused, be cautious of surrounding vehicles and traffic lights" }
City road
Approaching multiple vehicles and traffic lights
high
Stay focused, be cautious of surrounding vehicles and traffic lights
null
null
Town12
40
SignalizedJunctionLeftTurn
6
[(43, 'vehicle.lincoln.mkz_2017'), (37, 'vehicle.audi.tt'), (36, 'vehicle.mercedes.coupe_2020'), (33, 'vehicle.lincoln.mkz_2020'), (23, 'vehicle.lincoln.mkz_2017'), (10, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (17, 'vehicle.mini.cooper_s_2021'), (31, 'traffic.speed_limit.40'), (46, 'traffic.speed_limit.40'), (16, 'traffic.speed_limit.40'), (24, 'traffic.traffic_light'), (35, 'traffic.traffic_light'), (38, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.0009263569372706115, 'brake': False, 'speed': 0.14587797224521637, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic lights ahead." }
City road
Approaching multiple vehicles and traffic lights
medium
Stay alert, multiple vehicles and traffic lights ahead.
null
null
Town12
17
ConstructionObstacle
4
[(11, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.chevrolet.impala'), (23, 'vehicle.mercedes.coupe_2020'), (41, 'vehicle.lincoln.mkz_2020')]
[{'throttle': 0.75, 'steer': -0.008843043819069862, 'brake': False, 'speed': 0.0037712003104388714, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic light" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay focused, be aware of surrounding vehicles and traffic light
null
null
Town12
13
VehicleTurningRoutePedestrian
3
[(49, 'vehicle.lincoln.mkz_2020'), (48, 'vehicle.mini.cooper_s_2021'), (49, 'vehicle.dodge.charger_2020'), (35, 'vehicle.audi.tt'), (34, 'vehicle.mercedes.coupe_2020'), (38, 'vehicle.lincoln.mkz_2020'), (31, 'vehicle.dodge.charger_2020'), (44, 'vehicle.ford.mustang'), (33, 'vehicle.chevrolet.impala'), (15, 'vehicle.mercedes.coupe_2020'), (11, 'vehicle.ford.mustang'), (28, 'vehicle.ford.mustang'), (49, 'traffic.speed_limit.40'), (13, 'traffic.speed_limit.40'), (28, 'traffic.speed_limit.50'), (44, 'traffic.speed_limit.50'), (40, 'traffic.traffic_light'), (22, 'traffic.traffic_light'), (21, 'traffic.traffic_light'), (40, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.0001338524161837995, 'brake': True, 'speed': 4.195865631103516, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
74
ConstructionObstacleTwoWays
1
[(48, 'vehicle.dodge.charger_2020'), (5, 'vehicle.dodge.charger_2020'), (39, 'vehicle.dodge.charger_2020'), (41, 'vehicle.lincoln.mkz_2017'), (20, 'vehicle.nissan.patrol_2021'), (15, 'vehicle.audi.tt'), (32, 'vehicle.mini.cooper_s_2021')]
[{'throttle': 0.0, 'steer': -6.947254587430507e-05, 'brake': True, 'speed': 8.021764755249023, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
88
HardBreakRoute
6
[(42, 'vehicle.ford.mustang'), (3, 'vehicle.mercedes.coupe_2020'), (44, 'vehicle.ford.mustang'), (39, 'vehicle.chevrolet.impala'), (19, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (33, 'vehicle.ford.mustang')]
[{'throttle': 0.75, 'steer': -0.05737495794892311, 'brake': False, 'speed': 8.017073631286621, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
26
NonSignalizedJunctionRightTurn
1
[(5, 'vehicle.dodge.charger_2020'), (33, 'vehicle.lincoln.mkz_2017'), (17, 'vehicle.nissan.patrol_2021'), (12, 'vehicle.audi.tt'), (30, 'vehicle.mini.cooper_s_2021'), (30, 'traffic.speed_limit.40'), (45, 'traffic.speed_limit.40'), (40, 'traffic.traffic_light'), (39, 'traffic.traffic_light'), (49, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.0034885297063738108, 'brake': True, 'speed': 6.310029029846191, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light and vehicles", "risk": "medium", "message": "Be cautious, approaching traffic light and vehicles, maintain safe distance." }
City street
Approaching traffic light and vehicles
medium
Be cautious, approaching traffic light and vehicles, maintain safe distance.
null
null
Town12
29
InvadingTurn
1
[(49, 'vehicle.nissan.patrol_2021'), (37, 'vehicle.ford.mustang'), (46, 'vehicle.chevrolet.impala'), (4, 'vehicle.lincoln.mkz_2017'), (22, 'vehicle.lincoln.mkz_2020'), (25, 'vehicle.ford.mustang'), (36, 'traffic.speed_limit.50'), (46, 'traffic.stop')]
[{'throttle': 0.0, 'steer': -0.08450528979301453, 'brake': True, 'speed': 8.385065078735352, 'speedLimit': 50.0}]
{ "location": "City road", "situation": "Approaching a stop sign and a vehicle", "risk": "medium", "message": "Approach the stop sign and vehicle with caution." }
City road
Approaching a stop sign and a vehicle
medium
Approach the stop sign and vehicle with caution.
null
null
Town12
74
ControlLoss
8
[(13, 'vehicle.nissan.patrol_2021'), (10, 'vehicle.lincoln.mkz_2020'), (27, 'vehicle.chevrolet.impala'), (26, 'vehicle.lincoln.mkz_2017'), (27, 'traffic.speed_limit.30'), (43, 'traffic.speed_limit.30'), (9, 'traffic.speed_limit.30'), (22, 'traffic.stop'), (26, 'traffic.stop'), (32, 'traffic.stop'), (48, 'vehicle.mini.cooper_s_2021'), (35, 'vehicle.lincoln.mkz_2017'), (40, 'vehicle.audi.tt'), (29, 'vehicle.ford.mustang'), (33, 'vehicle.lincoln.mkz_2017'), (41, 'vehicle.lincoln.mkz_2017'), (45, 'vehicle.lincoln.mkz_2017')]
[{'throttle': 0.0, 'steer': -0.00019955851894337684, 'brake': True, 'speed': 3.4210290908813477, 'speedLimit': 30.0}]
{ "location": "City intersection", "situation": "Approaching a stop sign with vehicles and pedestrians nearby", "risk": "medium", "message": "Approach the stop sign cautiously, be aware of pedestrians" }
City intersection
Approaching a stop sign with vehicles and pedestrians nearby
medium
Approach the stop sign cautiously, be aware of pedestrians
null
null
Town12
27
Accident
1
[(18, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.ford.mustang'), (7, 'vehicle.lincoln.mkz_2017'), (27, 'vehicle.audi.tt'), (28, 'vehicle.chevrolet.impala'), (35, 'vehicle.ford.mustang'), (34, 'vehicle.audi.tt'), (47, 'vehicle.mercedes.coupe_2020'), (37, 'vehicle.dodge.charger_police_2020'), (11, 'traffic.speed_limit.120')]
[{'throttle': 0.6895232200622559, 'steer': 0.02121882699429989, 'brake': False, 'speed': 8.146326065063477, 'speedLimit': 120.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and a speed limit sign", "risk": "medium", "message": "Stay alert, approaching vehicles and speed limit sign ahead" }
City road
Approaching multiple vehicles and a speed limit sign
medium
Stay alert, approaching vehicles and speed limit sign ahead
null
null
Town12
33
SignalizedJunctionLeftTurn
2
[(44, 'vehicle.nissan.patrol_2021'), (36, 'vehicle.chevrolet.impala'), (17, 'vehicle.lincoln.mkz_2020'), (24, 'vehicle.mercedes.coupe_2020'), (6, 'vehicle.chevrolet.impala'), (39, 'vehicle.mini.cooper_s_2021'), (37, 'vehicle.ford.mustang'), (44, 'vehicle.dodge.charger_2020'), (42, 'vehicle.ford.mustang'), (44, 'vehicle.dodge.charger_2020'), (15, 'vehicle.dodge.charger_2020'), (17, 'vehicle.lincoln.mkz_2020'), (27, 'vehicle.ford.mustang'), (6, 'vehicle.lincoln.mkz_2020'), (49, 'traffic.speed_limit.30'), (36, 'traffic.speed_limit.50'), (46, 'traffic.traffic_light'), (48, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.00022143303067423403, 'brake': True, 'speed': 8.431257247924805, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be prepared to slow down for traffic lights" }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be prepared to slow down for traffic lights
null
null
Town12
66
ParkedObstacleTwoWays
3
[(44, 'vehicle.mercedes.coupe_2020'), (37, 'vehicle.mercedes.coupe_2020'), (5, 'vehicle.ford.mustang'), (35, 'vehicle.ford.mustang'), (17, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.chevrolet.impala'), (40, 'vehicle.dodge.charger_2020')]
[{'throttle': 0.75, 'steer': 0.00019549924763850868, 'brake': False, 'speed': 7.545210838317871, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
20
SignalizedJunctionLeftTurn
1
[(44, 'vehicle.mini.cooper_s_2021'), (45, 'vehicle.ford.mustang'), (36, 'vehicle.dodge.charger_2020'), (41, 'vehicle.audi.tt'), (33, 'vehicle.mercedes.coupe_2020'), (31, 'vehicle.lincoln.mkz_2020'), (45, 'vehicle.dodge.charger_2020'), (22, 'vehicle.lincoln.mkz_2017'), (10, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (16, 'vehicle.mini.cooper_s_2021'), (13, 'traffic.speed_limit.30'), (45, 'traffic.speed_limit.30'), (32, 'traffic.speed_limit.30'), (39, 'traffic.speed_limit.30'), (24, 'traffic.traffic_light'), (34, 'traffic.traffic_light'), (35, 'traffic.traffic_light'), (24, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.007387502584606409, 'brake': False, 'speed': 0.4047383964061737, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching traffic lights and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic lights and multiple vehicles ahead" }
City road
Approaching traffic lights and multiple vehicles
medium
Stay alert, approaching traffic lights and multiple vehicles ahead
null
null
Town12
32
ParkingCutIn
9
[(18, 'vehicle.lincoln.mkz_2017'), (48, 'vehicle.dodge.charger_2020'), (36, 'vehicle.lincoln.mkz_2017'), (28, 'vehicle.dodge.charger_2020'), (9, 'vehicle.mini.cooper_s_2021'), (3, 'vehicle.mercedes.coupe_2020')]
[{'throttle': 0.0, 'steer': 0.00015463535964954644, 'brake': True, 'speed': 8.36850643157959, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, approaching vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, approaching vehicles and a traffic light ahead
null
null
Town12
71
Accident
1
[(36, 'vehicle.lincoln.mkz_2017'), (39, 'vehicle.mini.cooper_s_2021'), (40, 'vehicle.chevrolet.impala'), (35, 'vehicle.ford.mustang'), (48, 'vehicle.ford.mustang'), (46, 'vehicle.dodge.charger_2020'), (8, 'vehicle.dodge.charger_2020'), (43, 'traffic.speed_limit.30'), (42, 'traffic.speed_limit.30'), (36, 'traffic.speed_limit.30'), (20, 'traffic.speed_limit.30'), (10, 'traffic.speed_limit.30'), (22, 'traffic.speed_limit.50'), (39, 'traffic.speed_limit.50'), (39, 'traffic.traffic_light'), (39, 'traffic.traffic_light'), (29, 'traffic.traffic_light'), (28, 'traffic.traffic_light'), (37, 'traffic.stop'), (15, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.0013675655936822295, 'brake': False, 'speed': 0.9089061617851257, 'speedLimit': 30.0}]
{ "location": "Approaching intersection", "situation": "Approaching vehicles, traffic lights, and stop signs", "risk": "high", "message": "Stay alert, slow down, and check for traffic signals" }
Approaching intersection
Approaching vehicles, traffic lights, and stop signs
high
Stay alert, slow down, and check for traffic signals
null
null
Town12
12
ConstructionObstacle
3
[(40, 'vehicle.mercedes.coupe_2020'), (38, 'vehicle.mini.cooper_s_2021'), (10, 'vehicle.chevrolet.impala'), (7, 'vehicle.dodge.charger_2020'), (44, 'vehicle.chevrolet.impala'), (46, 'vehicle.ford.mustang'), (36, 'vehicle.dodge.charger_2020'), (18, 'vehicle.nissan.patrol_2021'), (15, 'vehicle.chevrolet.impala'), (38, 'vehicle.chevrolet.impala'), (12, 'vehicle.chevrolet.impala'), (7, 'vehicle.mercedes.coupe_2020'), (28, 'vehicle.ford.mustang'), (30, 'vehicle.lincoln.mkz_2017')]
[{'throttle': 0.75, 'steer': -0.0029816157184541225, 'brake': False, 'speed': 7.226710796356201, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
13
DynamicObjectCrossing
12
[(38, 'vehicle.lincoln.mkz_2020'), (23, 'vehicle.audi.tt'), (39, 'vehicle.lincoln.mkz_2020'), (26, 'vehicle.nissan.patrol_2021'), (40, 'vehicle.mini.cooper_s_2021'), (30, 'vehicle.ford.mustang'), (25, 'vehicle.dodge.charger_2020'), (13, 'vehicle.nissan.patrol_2021'), (11, 'vehicle.chevrolet.impala'), (27, 'vehicle.chevrolet.impala'), (3, 'vehicle.chevrolet.impala'), (15, 'vehicle.mercedes.coupe_2020'), (34, 'vehicle.ford.mustang'), (11, 'vehicle.lincoln.mkz_2017'), (31, 'traffic.speed_limit.40'), (18, 'traffic.speed_limit.40'), (13, 'traffic.speed_limit.50'), (39, 'traffic.speed_limit.50'), (10, 'traffic.traffic_light'), (26, 'traffic.traffic_light'), (19, 'traffic.traffic_light'), (27, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -9.175436571240425e-05, 'brake': True, 'speed': 4.695075035095215, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic lights ahead." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay alert, multiple vehicles and traffic lights ahead.
null
null
Town12
77
StaticCutIn
1
[(37, 'vehicle.lincoln.mkz_2017'), (49, 'vehicle.audi.tt'), (30, 'vehicle.lincoln.mkz_2020'), (30, 'vehicle.dodge.charger_2020'), (44, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang'), (46, 'vehicle.lincoln.mkz_2020'), (34, 'vehicle.dodge.charger_2020'), (45, 'vehicle.mercedes.coupe_2020'), (5, 'vehicle.chevrolet.impala'), (6, 'vehicle.nissan.patrol_2021'), (3, 'vehicle.nissan.patrol_2021'), (18, 'vehicle.ford.mustang')]
[{'throttle': 0.0, 'steer': 0.00018591918342281133, 'brake': True, 'speed': 8.343871116638184, 'speedLimit': 50.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and a stop sign", "risk": "medium", "message": "Stay alert, slow down, and prepare to stop at the sign" }
City road
Approaching multiple vehicles and a stop sign
medium
Stay alert, slow down, and prepare to stop at the sign
null
null
Town12
69
SignalizedJunctionRightTurn
11
[(42, 'vehicle.dodge.charger_2020'), (33, 'vehicle.chevrolet.impala'), (33, 'vehicle.lincoln.mkz_2017'), (37, 'vehicle.lincoln.mkz_2020'), (38, 'vehicle.mini.cooper_s_2021'), (15, 'vehicle.dodge.charger_2020'), (41, 'vehicle.ford.mustang'), (11, 'vehicle.mercedes.coupe_2020'), (28, 'vehicle.dodge.charger_2020'), (34, 'vehicle.chevrolet.impala'), (28, 'vehicle.lincoln.mkz_2017'), (27, 'vehicle.dodge.charger_2020'), (18, 'vehicle.chevrolet.impala'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.ford.mustang'), (6, 'traffic.speed_limit.40'), (36, 'traffic.speed_limit.40'), (22, 'traffic.speed_limit.40'), (17, 'traffic.traffic_light'), (16, 'traffic.traffic_light'), (32, 'traffic.traffic_light'), (32, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.005116642918437719, 'brake': True, 'speed': 0.00038510156446136534, 'speedLimit': 30.0}]
{ "location": "City intersection", "situation": "Approaching a traffic light with vehicles and pedestrians", "risk": "high", "message": "Approach the intersection cautiously, be aware of surrounding vehicles" }
City intersection
Approaching a traffic light with vehicles and pedestrians
high
Approach the intersection cautiously, be aware of surrounding vehicles
null
null
Town12
36
NonSignalizedJunctionRightTurn
2
[(19, 'vehicle.chevrolet.impala'), (23, 'vehicle.ford.mustang'), (19, 'vehicle.dodge.charger_2020'), (44, 'vehicle.chevrolet.impala'), (42, 'vehicle.dodge.charger_2020'), (48, 'vehicle.mini.cooper_s_2021')]
[{'throttle': 0.75, 'steer': 0.0024526577908545732, 'brake': False, 'speed': 8.048380851745605, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and speed limit" }
City street
Approaching multiple vehicles
medium
Stay focused, be aware of surrounding vehicles and speed limit
null
null
Town12
3
ParkingCutIn
12
[(18, 'vehicle.ford.mustang'), (34, 'vehicle.chevrolet.impala'), (19, 'vehicle.mercedes.coupe_2020'), (14, 'vehicle.ford.mustang'), (29, 'vehicle.ford.mustang'), (34, 'traffic.speed_limit.40'), (49, 'traffic.speed_limit.40'), (45, 'traffic.traffic_light'), (45, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -4.7403293137904257e-05, 'brake': False, 'speed': 5.747289657592773, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic lights ahead" }
City street
Approaching multiple vehicles and traffic lights
medium
Stay alert, multiple vehicles and traffic lights ahead
null
null
Town12
62
NonSignalizedJunctionRightTurn
1
[(46, 'vehicle.mini.cooper_s_2021'), (48, 'vehicle.ford.mustang'), (25, 'vehicle.dodge.charger_2020'), (27, 'vehicle.audi.tt'), (14, 'vehicle.lincoln.mkz_2020'), (15, 'vehicle.dodge.charger_2020'), (48, 'vehicle.nissan.patrol_2021'), (37, 'vehicle.lincoln.mkz_2017'), (22, 'vehicle.nissan.patrol_2021'), (13, 'vehicle.audi.tt'), (36, 'vehicle.mini.cooper_s_2021'), (17, 'traffic.speed_limit.30'), (23, 'traffic.speed_limit.30'), (21, 'traffic.speed_limit.30'), (3, 'traffic.traffic_light'), (12, 'traffic.traffic_light'), (11, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.002266563242301345, 'brake': True, 'speed': 8.4303560256958, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead." }
City street
Approaching traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead.
null
null
Town12
2
ParkingCrossingPedestrian
13
[(20, 'vehicle.lincoln.mkz_2020'), (21, 'vehicle.dodge.charger_2020'), (41, 'vehicle.nissan.patrol_2021'), (38, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (14, 'traffic.speed_limit.30'), (24, 'traffic.traffic_light'), (35, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.0005304338992573321, 'brake': False, 'speed': 7.969851970672607, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic lights ahead" }
City street
Approaching multiple vehicles and traffic lights
medium
Stay alert, multiple vehicles and traffic lights ahead
null
null
Town12
40
SignalizedJunctionRightTurn
3
[(36, 'vehicle.mini.cooper_s_2021'), (42, 'vehicle.ford.mustang'), (44, 'vehicle.lincoln.mkz_2017'), (28, 'vehicle.lincoln.mkz_2017'), (14, 'vehicle.nissan.patrol_2021'), (9, 'vehicle.audi.tt'), (24, 'vehicle.mini.cooper_s_2021'), (11, 'traffic.speed_limit.40'), (29, 'traffic.speed_limit.40'), (24, 'traffic.traffic_light'), (34, 'traffic.traffic_light'), (37, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.005235032178461552, 'brake': False, 'speed': 2.0449745655059814, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
13
DynamicObjectCrossing
12
[(48, 'vehicle.lincoln.mkz_2017'), (34, 'vehicle.audi.tt'), (43, 'vehicle.ford.mustang'), (38, 'vehicle.lincoln.mkz_2017'), (5, 'vehicle.audi.tt'), (30, 'vehicle.ford.mustang'), (19, 'vehicle.audi.tt'), (17, 'vehicle.mini.cooper_s_2021'), (41, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.chevrolet.impala'), (9, 'vehicle.audi.tt'), (48, 'vehicle.audi.tt'), (40, 'vehicle.lincoln.mkz_2017'), (17, 'traffic.speed_limit.40'), (31, 'traffic.speed_limit.50'), (48, 'traffic.speed_limit.50'), (45, 'traffic.traffic_light'), (26, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (44, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.0023796141613274813, 'brake': True, 'speed': 0.000760655733756721, 'speedLimit': 40.0}]
{ "location": "City road", "situation": "Approaching a traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead" }
City road
Approaching a traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead
null
null
Town12
55
NonSignalizedJunctionLeftTurn
1
[(41, 'vehicle.dodge.charger_2020'), (42, 'vehicle.lincoln.mkz_2017'), (30, 'vehicle.lincoln.mkz_2017'), (34, 'vehicle.lincoln.mkz_2020'), (23, 'vehicle.mini.cooper_s_2021'), (28, 'vehicle.ford.mustang'), (35, 'vehicle.lincoln.mkz_2017'), (21, 'vehicle.lincoln.mkz_2017'), (10, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (43, 'vehicle.mini.cooper_s_2021'), (25, 'traffic.speed_limit.30'), (33, 'traffic.speed_limit.30'), (8, 'traffic.speed_limit.30'), (14, 'traffic.stop'), (23, 'traffic.stop'), (29, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.0006501110619865358, 'brake': False, 'speed': 0.1181735172867775, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs." }
City road
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and traffic signs.
null
null
Town12
68
AccidentTwoWays
5
[(23, 'vehicle.lincoln.mkz_2020'), (17, 'vehicle.dodge.charger_2020'), (7, 'vehicle.dodge.charger_police_2020'), (5, 'vehicle.audi.tt'), (31, 'vehicle.lincoln.mkz_2020'), (20, 'vehicle.chevrolet.impala'), (10, 'vehicle.mini.cooper_s_2021'), (45, 'vehicle.lincoln.mkz_2017')]
[{'throttle': 0.75, 'steer': 0.0008590788929723203, 'brake': False, 'speed': 0.0007471133721992373, 'speedLimit': 90.0}]
{ "location": "City area", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City area
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
64
HardBreakRoute
6
[(41, 'vehicle.chevrolet.impala'), (38, 'vehicle.lincoln.mkz_2020'), (9, 'vehicle.ford.mustang'), (26, 'vehicle.lincoln.mkz_2020'), (7, 'vehicle.ford.mustang'), (19, 'vehicle.audi.tt'), (3, 'vehicle.dodge.charger_2020')]
[{'throttle': 0.75, 'steer': 0.0016342103481292725, 'brake': False, 'speed': 0.0001066513141267933, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a stop sign", "risk": "medium", "message": "Stay alert, slow down, and prepare to stop at the sign" }
City street
Approaching multiple vehicles and a stop sign
medium
Stay alert, slow down, and prepare to stop at the sign
null
null
Town12
69
VehicleOpensDoorTwoWays
6
[(38, 'vehicle.chevrolet.impala'), (49, 'vehicle.lincoln.mkz_2020'), (45, 'vehicle.mercedes.coupe_2020'), (48, 'vehicle.lincoln.mkz_2020'), (28, 'vehicle.mercedes.coupe_2020'), (40, 'vehicle.lincoln.mkz_2020'), (41, 'vehicle.dodge.charger_2020'), (43, 'vehicle.ford.mustang'), (36, 'vehicle.mercedes.coupe_2020'), (38, 'vehicle.mini.cooper_s_2021'), (44, 'vehicle.dodge.charger_2020'), (27, 'vehicle.chevrolet.impala'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (17, 'vehicle.dodge.charger_2020'), (22, 'traffic.speed_limit.40'), (31, 'traffic.speed_limit.50'), (47, 'traffic.traffic_light'), (27, 'traffic.traffic_light'), (27, 'traffic.traffic_light'), (48, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.0004988004802726209, 'brake': True, 'speed': 0.0837915912270546, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Vehicle stationary, surrounded by multiple vehicles and traffic lights", "risk": "high", "message": "Stay alert, check surroundings before moving. You've got this!" }
City street
Vehicle stationary, surrounded by multiple vehicles and traffic lights
high
Stay alert, check surroundings before moving. You've got this!
null
null
Town12
39
VehicleOpensDoorTwoWays
3
[(38, 'vehicle.dodge.charger_2020'), (32, 'vehicle.audi.tt'), (36, 'vehicle.chevrolet.impala'), (36, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.audi.tt'), (29, 'vehicle.ford.mustang'), (30, 'vehicle.audi.tt'), (22, 'vehicle.lincoln.mkz_2020'), (28, 'vehicle.nissan.patrol_2021'), (40, 'vehicle.chevrolet.impala'), (45, 'vehicle.nissan.patrol_2021'), (43, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.audi.tt'), (12, 'vehicle.ford.mustang'), (4, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.dodge.charger_2020'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (25, 'traffic.speed_limit.40'), (35, 'traffic.speed_limit.40'), (48, 'traffic.speed_limit.50'), (11, 'traffic.speed_limit.50'), (34, 'traffic.traffic_light'), (19, 'traffic.traffic_light'), (19, 'traffic.traffic_light'), (30, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.005436588078737259, 'brake': True, 'speed': 0.0015271943993866444, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Vehicle stationary, brake engaged, surrounded by multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, be mindful of surrounding vehicles and traffic lights" }
City street
Vehicle stationary, brake engaged, surrounded by multiple vehicles and traffic lights
medium
Stay alert, be mindful of surrounding vehicles and traffic lights
null
null
Town12
22
OppositeVehicleTakingPriority
1
[(41, 'vehicle.mini.cooper_s_2021'), (43, 'vehicle.ford.mustang'), (32, 'vehicle.dodge.charger_2020'), (32, 'vehicle.audi.tt'), (44, 'vehicle.mercedes.coupe_2020'), (26, 'vehicle.lincoln.mkz_2020'), (31, 'vehicle.dodge.charger_2020'), (49, 'vehicle.nissan.patrol_2021'), (20, 'vehicle.chevrolet.impala'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.ford.mustang'), (43, 'vehicle.ford.mustang'), (27, 'traffic.speed_limit.30'), (35, 'traffic.speed_limit.30'), (7, 'traffic.speed_limit.30'), (39, 'traffic.speed_limit.30'), (32, 'traffic.stop'), (26, 'traffic.stop'), (11, 'traffic.stop'), (21, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.0002212156541645527, 'brake': False, 'speed': 0.3628075122833252, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs." }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and traffic signs.
null
null
Town12
11
PriorityAtJunction
4
[(45, 'vehicle.ford.mustang'), (12, 'vehicle.ford.mustang'), (3, 'vehicle.lincoln.mkz_2020'), (9, 'vehicle.lincoln.mkz_2020'), (20, 'vehicle.lincoln.mkz_2017'), (33, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (17, 'vehicle.chevrolet.impala'), (10, 'vehicle.lincoln.mkz_2020'), (18, 'vehicle.ford.mustang'), (49, 'vehicle.chevrolet.impala'), (42, 'traffic.speed_limit.30'), (47, 'traffic.speed_limit.50'), (20, 'traffic.speed_limit.50'), (39, 'traffic.traffic_light'), (23, 'traffic.traffic_light'), (29, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': 0.0024405044969171286, 'brake': False, 'speed': 0.07435531914234161, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
24
ControlLoss
1
[(24, 'vehicle.dodge.charger_2020'), (36, 'vehicle.ford.mustang'), (17, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.chevrolet.impala'), (38, 'vehicle.dodge.charger_2020'), (34, 'traffic.speed_limit.50'), (35, 'traffic.speed_limit.90')]
[{'throttle': 0.0, 'steer': 1.0341843335481826e-05, 'brake': True, 'speed': 8.318623542785645, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and speed limit signs", "risk": "medium", "message": "Stay alert, slow down, and watch for speed limit changes" }
City road
Approaching multiple vehicles and speed limit signs
medium
Stay alert, slow down, and watch for speed limit changes
null
null
Town12
66
ConstructionObstacleTwoWays
2
[(32, 'vehicle.dodge.charger_2020')]
[{'throttle': 0.75, 'steer': 0.11127631366252899, 'brake': False, 'speed': 0.016880517825484276, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching a Dodge Charger", "risk": "medium", "message": "Stay focused, a Dodge Charger is approaching on the left." }
City street
Approaching a Dodge Charger
medium
Stay focused, a Dodge Charger is approaching on the left.
null
null
Town12
3
NonSignalizedJunctionRightTurn
1
[(13, 'vehicle.audi.tt'), (17, 'vehicle.ford.mustang'), (25, 'vehicle.lincoln.mkz_2020'), (24, 'vehicle.chevrolet.impala'), (41, 'vehicle.chevrolet.impala'), (45, 'vehicle.dodge.charger_2020'), (26, 'vehicle.mini.cooper_s_2021'), (47, 'vehicle.chevrolet.impala'), (15, 'vehicle.audi.tt'), (4, 'vehicle.audi.tt'), (20, 'traffic.speed_limit.30'), (7, 'traffic.speed_limit.30'), (28, 'traffic.speed_limit.30'), (16, 'traffic.traffic_light'), (15, 'traffic.traffic_light'), (6, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -5.6876953749451786e-05, 'brake': True, 'speed': 8.438076972961426, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead" }
City street
Approaching traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead
null
null
Town12
32
ParkingCrossingPedestrian
12
[(38, 'vehicle.nissan.patrol_2021'), (15, 'vehicle.ford.mustang'), (5, 'traffic.speed_limit.30'), (34, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (23, 'traffic.speed_limit.30'), (12, 'traffic.traffic_light'), (13, 'traffic.traffic_light'), (23, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -1.0638146704877727e-05, 'brake': False, 'speed': 7.970407485961914, 'speedLimit': 30.0}]
{ "location": "City area", "situation": "Approaching traffic lights and multiple speed limit signs", "risk": "medium", "message": "Stay alert for changing traffic lights and speed limits ahead" }
City area
Approaching traffic lights and multiple speed limit signs
medium
Stay alert for changing traffic lights and speed limits ahead
null
null
Town12
42
ConstructionObstacle
2
[(38, 'vehicle.mini.cooper_s_2021'), (26, 'vehicle.mini.cooper_s_2021'), (35, 'vehicle.ford.mustang'), (45, 'vehicle.mini.cooper_s_2021'), (38, 'vehicle.chevrolet.impala'), (26, 'vehicle.dodge.charger_2020'), (13, 'vehicle.nissan.patrol_2021'), (12, 'vehicle.chevrolet.impala'), (33, 'vehicle.chevrolet.impala'), (3, 'vehicle.chevrolet.impala'), (18, 'vehicle.mercedes.coupe_2020'), (38, 'vehicle.ford.mustang'), (14, 'vehicle.lincoln.mkz_2017'), (33, 'traffic.speed_limit.40'), (20, 'traffic.speed_limit.40'), (41, 'traffic.speed_limit.50'), (14, 'traffic.speed_limit.50'), (28, 'traffic.traffic_light'), (19, 'traffic.traffic_light'), (29, 'traffic.traffic_light'), (11, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -4.782230462296866e-05, 'brake': False, 'speed': 4.339860916137695, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
75
PriorityAtJunction
1
[(30, 'vehicle.chevrolet.impala'), (15, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang'), (36, 'traffic.speed_limit.40'), (46, 'traffic.speed_limit.40'), (47, 'traffic.traffic_light'), (47, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': 8.870146120898426e-05, 'brake': False, 'speed': 0.17430363595485687, 'speedLimit': 30.0}]
{ "location": "Urban area", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
Urban area
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
64
InvadingTurn
1
[(34, 'vehicle.audi.tt'), (19, 'vehicle.dodge.charger_police'), (9, 'vehicle.mercedes.coupe_2020'), (12, 'vehicle.mercedes.coupe_2020'), (26, 'vehicle.audi.tt'), (22, 'vehicle.lincoln.mkz_2020'), (46, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.ford.mustang'), (39, 'traffic.speed_limit.30'), (10, 'traffic.speed_limit.30'), (20, 'traffic.stop'), (41, 'traffic.stop'), (29, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 2.9967630325700156e-05, 'brake': False, 'speed': 1.8637088537216187, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "high", "message": "Stay focused, be aware of surrounding vehicles and signs" }
City street
Approaching multiple vehicles and traffic signs
high
Stay focused, be aware of surrounding vehicles and signs
null
null
Town12
61
DynamicObjectCrossing
2
[(46, 'vehicle.lincoln.mkz_2017'), (31, 'vehicle.mini.cooper_s_2021'), (40, 'vehicle.lincoln.mkz_2017'), (29, 'vehicle.dodge.charger_2020'), (25, 'vehicle.audi.tt'), (6, 'vehicle.mercedes.coupe_2020'), (23, 'vehicle.lincoln.mkz_2020'), (29, 'vehicle.dodge.charger_2020'), (40, 'vehicle.lincoln.mkz_2020'), (37, 'vehicle.ford.mustang'), (19, 'vehicle.chevrolet.impala'), (9, 'vehicle.mercedes.coupe_2020'), (8, 'vehicle.ford.mustang'), (36, 'traffic.speed_limit.30'), (6, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (23, 'traffic.speed_limit.30'), (15, 'traffic.stop'), (25, 'traffic.stop'), (26, 'traffic.stop'), (16, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.0016341425944119692, 'brake': False, 'speed': 0.23052166402339935, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and traffic signs
null
null
Town12
65
VehicleTurningRoute
2
[(22, 'vehicle.ford.mustang'), (32, 'vehicle.chevrolet.impala'), (48, 'vehicle.chevrolet.impala'), (42, 'vehicle.ford.mustang'), (13, 'vehicle.dodge.charger_2020'), (3, 'vehicle.dodge.charger_2020'), (38, 'vehicle.dodge.charger_2020'), (10, 'vehicle.dodge.charger_2020'), (12, 'traffic.speed_limit.30'), (49, 'traffic.speed_limit.30'), (31, 'traffic.speed_limit.30'), (19, 'traffic.stop'), (34, 'traffic.stop'), (40, 'traffic.stop')]
[{'throttle': 0.0, 'steer': -0.20149964094161987, 'brake': True, 'speed': 0.00034798713750205934, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching a stop sign with vehicles and pedestrians nearby", "risk": "high", "message": "Approach the stop sign cautiously, be aware of pedestrians" }
City street
Approaching a stop sign with vehicles and pedestrians nearby
high
Approach the stop sign cautiously, be aware of pedestrians
null
null
Town12
39
SignalizedJunctionRightTurn
1
[(10, 'vehicle.mini.cooper_s_2021'), (6, 'vehicle.audi.tt'), (13, 'vehicle.ford.mustang'), (46, 'vehicle.ford.mustang'), (14, 'vehicle.chevrolet.impala'), (45, 'vehicle.mini.cooper_s_2021'), (16, 'vehicle.lincoln.mkz_2020'), (11, 'vehicle.audi.tt'), (29, 'vehicle.lincoln.mkz_2020'), (25, 'vehicle.dodge.charger_2020'), (28, 'vehicle.ford.mustang'), (47, 'traffic.speed_limit.50'), (3, 'traffic.speed_limit.50'), (30, 'traffic.traffic_light'), (31, 'traffic.traffic_light'), (14, 'traffic.traffic_light'), (22, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.00021285815455485135, 'brake': False, 'speed': 7.962257385253906, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
62
OppositeVehicleRunningRedLight
2
[(9, 'vehicle.mini.cooper_s_2021'), (19, 'vehicle.audi.tt'), (45, 'vehicle.audi.tt'), (37, 'vehicle.audi.tt'), (3, 'vehicle.ford.mustang'), (48, 'vehicle.mercedes.coupe_2020'), (30, 'vehicle.ford.mustang'), (23, 'vehicle.lincoln.mkz_2017'), (6, 'traffic.speed_limit.30'), (32, 'traffic.speed_limit.30'), (20, 'traffic.speed_limit.30'), (12, 'traffic.traffic_light'), (22, 'traffic.traffic_light'), (13, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.800000011920929, 'brake': True, 'speed': 0.0009831134229898453, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light with vehicles and speed limit signs", "risk": "medium", "message": "Stay alert, approaching traffic light and speed limit signs" }
City street
Approaching traffic light with vehicles and speed limit signs
medium
Stay alert, approaching traffic light and speed limit signs
null
null
Town12
40
SignalizedJunctionRightTurn
4
[(38, 'vehicle.lincoln.mkz_2017'), (44, 'vehicle.dodge.charger_2020'), (41, 'vehicle.mercedes.coupe_2020'), (14, 'vehicle.dodge.charger_2020'), (31, 'vehicle.lincoln.mkz_2017'), (14, 'vehicle.nissan.patrol_2021'), (9, 'vehicle.audi.tt'), (19, 'vehicle.mini.cooper_s_2021'), (15, 'traffic.speed_limit.40'), (32, 'traffic.speed_limit.50'), (27, 'traffic.traffic_light'), (46, 'traffic.traffic_light'), (45, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': 3.204964741598815e-05, 'brake': False, 'speed': 2.1970133781433105, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "high", "message": "Stay focused, slow down, and be cautious of surroundings." }
City road
Approaching multiple vehicles and traffic lights
high
Stay focused, slow down, and be cautious of surroundings.
null
null
Town12
13
PriorityAtJunction
3
[(15, 'vehicle.chevrolet.impala'), (12, 'vehicle.lincoln.mkz_2020'), (39, 'vehicle.mini.cooper_s_2021'), (17, 'vehicle.audi.tt'), (33, 'vehicle.ford.mustang'), (34, 'vehicle.audi.tt'), (18, 'vehicle.lincoln.mkz_2020'), (11, 'vehicle.nissan.patrol_2021'), (27, 'vehicle.mini.cooper_s_2021'), (49, 'vehicle.lincoln.mkz_2020'), (37, 'vehicle.nissan.patrol_2021'), (41, 'vehicle.audi.tt')]
[{'throttle': 0.3012012243270874, 'steer': 0.0026174006052315235, 'brake': False, 'speed': 8.253446578979492, 'speedLimit': 50.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic light" }
City road
Approaching multiple vehicles and a traffic light
medium
Stay focused, be aware of surrounding vehicles and traffic light
null
null
Town12
5
NonSignalizedJunctionLeftTurn
2
[(25, 'vehicle.dodge.charger_2020'), (15, 'vehicle.nissan.patrol_2021'), (6, 'vehicle.lincoln.mkz_2017'), (12, 'vehicle.lincoln.mkz_2017'), (18, 'vehicle.ford.mustang'), (24, 'traffic.speed_limit.30'), (19, 'traffic.speed_limit.30'), (24, 'traffic.speed_limit.30'), (8, 'traffic.speed_limit.30'), (12, 'traffic.stop'), (19, 'traffic.stop'), (3, 'traffic.stop'), (15, 'traffic.stop')]
[{'throttle': 0.0, 'steer': 0.18962210416793823, 'brake': True, 'speed': 0.00037237428477965295, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "high", "message": "Stay focused, slow down, and be cautious of surroundings" }
City street
Approaching multiple vehicles and traffic signs
high
Stay focused, slow down, and be cautious of surroundings
null
null
Town12
61
NonSignalizedJunctionRightTurn
3
[(20, 'vehicle.dodge.charger_2020'), (20, 'vehicle.mini.cooper_s_2021'), (32, 'vehicle.chevrolet.impala'), (43, 'vehicle.dodge.charger_2020'), (7, 'vehicle.lincoln.mkz_2020'), (18, 'vehicle.lincoln.mkz_2020'), (15, 'vehicle.audi.tt'), (38, 'traffic.speed_limit.30'), (45, 'traffic.speed_limit.30'), (22, 'traffic.speed_limit.30'), (34, 'traffic.stop'), (35, 'traffic.stop'), (45, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.06454884260892868, 'brake': False, 'speed': 7.904839992523193, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic signs ahead" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay alert, multiple vehicles and traffic signs ahead
null
null
Town12
45
YieldToEmergencyVehicle
7
[(29, 'vehicle.mini.cooper_s_2021'), (16, 'vehicle.chevrolet.impala'), (16, 'vehicle.mini.cooper_s_2021'), (31, 'vehicle.lincoln.mkz_2020'), (30, 'vehicle.dodge.charger_2020'), (14, 'vehicle.nissan.patrol_2021'), (13, 'vehicle.chevrolet.impala'), (28, 'vehicle.chevrolet.impala'), (31, 'vehicle.chevrolet.impala'), (13, 'vehicle.mercedes.coupe_2020'), (16, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang')]
[{'throttle': 0.75, 'steer': 0.06189941614866257, 'brake': False, 'speed': 5.151320934295654, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
39
PedestrianCrossing
1
[(5, 'vehicle.chevrolet.impala'), (12, 'vehicle.lincoln.mkz_2017'), (20, 'vehicle.ford.mustang'), (28, 'vehicle.lincoln.mkz_2017'), (46, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.nissan.patrol_2021'), (22, 'vehicle.ford.mustang'), (29, 'traffic.speed_limit.40'), (48, 'traffic.speed_limit.40'), (46, 'traffic.speed_limit.50'), (38, 'traffic.traffic_light'), (37, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.0046922555193305016, 'brake': True, 'speed': 8.387653350830078, 'speedLimit': 40.0}]
{ "location": "City street", "situation": "Approaching traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead" }
City street
Approaching traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead
null
null
Town12
62
ConstructionObstacle
2
[(30, 'vehicle.chevrolet.impala'), (15, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang'), (47, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (46, 'traffic.speed_limit.30'), (41, 'traffic.traffic_light'), (40, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -1.4816355076163745e-07, 'brake': False, 'speed': 0.20563070476055145, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching vehicles and traffic lights", "risk": "medium", "message": "Stay alert, vehicles and traffic lights ahead. Maintain safe speed." }
City street
Approaching vehicles and traffic lights
medium
Stay alert, vehicles and traffic lights ahead. Maintain safe speed.
null
null
Town12
50
ParkedObstacleTwoWays
4
[(44, 'vehicle.mini.cooper_s_2021'), (45, 'vehicle.ford.mustang'), (49, 'vehicle.lincoln.mkz_2017'), (26, 'vehicle.dodge.charger_2020'), (31, 'vehicle.chevrolet.impala'), (14, 'vehicle.mercedes.coupe_2020'), (9, 'vehicle.ford.mustang'), (18, 'vehicle.ford.mustang'), (12, 'traffic.speed_limit.30'), (34, 'traffic.speed_limit.30'), (41, 'traffic.speed_limit.30'), (27, 'traffic.stop'), (27, 'traffic.stop'), (36, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.003018259769305587, 'brake': False, 'speed': 0.8980168104171753, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic stops", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs" }
City street
Approaching multiple vehicles and traffic stops
medium
Stay focused, be aware of surrounding vehicles and traffic signs
null
null
Town12
13
DynamicObjectCrossing
2
[(24, 'vehicle.nissan.patrol_2021'), (13, 'vehicle.audi.tt'), (40, 'vehicle.chevrolet.impala'), (17, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (31, 'vehicle.ford.mustang'), (47, 'traffic.speed_limit.40')]
[{'throttle': 0.75, 'steer': -6.462697638198733e-05, 'brake': False, 'speed': 7.483689785003662, 'speedLimit': 30.0}]
{ "location": "Urban area", "situation": "Approaching multiple vehicles and a speed limit sign", "risk": "medium", "message": "Stay alert, multiple vehicles ahead, and check speed limit" }
Urban area
Approaching multiple vehicles and a speed limit sign
medium
Stay alert, multiple vehicles ahead, and check speed limit
null
null
Town12
9
SignalizedJunctionRightTurn
3
[(46, 'vehicle.lincoln.mkz_2017'), (46, 'vehicle.lincoln.mkz_2017'), (40, 'vehicle.lincoln.mkz_2017'), (37, 'vehicle.mini.cooper_s_2021'), (39, 'vehicle.ford.mustang'), (44, 'vehicle.lincoln.mkz_2017'), (30, 'vehicle.dodge.charger_2020'), (30, 'vehicle.audi.tt'), (34, 'vehicle.mercedes.coupe_2020'), (19, 'vehicle.lincoln.mkz_2017'), (9, 'vehicle.nissan.patrol_2021'), (7, 'vehicle.audi.tt'), (17, 'vehicle.mini.cooper_s_2021'), (33, 'traffic.speed_limit.40'), (40, 'traffic.speed_limit.40'), (16, 'traffic.speed_limit.40'), (46, 'traffic.speed_limit.40'), (37, 'traffic.traffic_light'), (36, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.0008840749505907297, 'brake': True, 'speed': 0.07896266132593155, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching traffic light and multiple vehicles", "risk": "high", "message": "Stay focused, brake gently, and be aware of surrounding vehicles." }
City road
Approaching traffic light and multiple vehicles
high
Stay focused, brake gently, and be aware of surrounding vehicles.
null
null
Town12
15
Accident
1
[(10, 'vehicle.audi.tt'), (20, 'vehicle.lincoln.mkz_2020'), (44, 'vehicle.dodge.charger_2020'), (10, 'vehicle.lincoln.mkz_2017'), (9, 'vehicle.dodge.charger_2020'), (33, 'vehicle.lincoln.mkz_2017'), (47, 'vehicle.mercedes.coupe_2020'), (20, 'vehicle.chevrolet.impala'), (6, 'vehicle.chevrolet.impala'), (47, 'vehicle.ford.mustang'), (48, 'vehicle.audi.tt'), (36, 'vehicle.chevrolet.impala'), (37, 'vehicle.nissan.patrol_2021'), (19, 'vehicle.lincoln.mkz_2020'), (13, 'vehicle.mercedes.coupe_2020'), (4, 'vehicle.dodge.charger_police_2020')]
[{'throttle': 0.75, 'steer': -0.800000011920929, 'brake': False, 'speed': 0.013534673489630222, 'speedLimit': 50.0}]
{ "location": "City intersection", "situation": "Approaching multiple vehicles and a traffic light", "risk": "high", "message": "Stay focused, slow down, and be prepared to stop." }
City intersection
Approaching multiple vehicles and a traffic light
high
Stay focused, slow down, and be prepared to stop.
null
null
Town12
13
BlockedIntersection
2
[(27, 'vehicle.nissan.patrol_2021'), (17, 'vehicle.dodge.charger_2020'), (27, 'traffic.speed_limit.40'), (44, 'traffic.speed_limit.40'), (36, 'traffic.traffic_light'), (37, 'traffic.traffic_light'), (48, 'traffic.traffic_light'), (47, 'traffic.traffic_light'), (37, 'vehicle.ford.mustang'), (7, 'vehicle.nissan.patrol_2021'), (19, 'vehicle.lincoln.mkz_2020'), (41, 'vehicle.nissan.patrol_2021')]
[{'throttle': 0.5496417284011841, 'steer': -0.0024978944566100836, 'brake': False, 'speed': 8.184067726135254, 'speedLimit': 40.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, approaching vehicles and traffic lights ahead." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay alert, approaching vehicles and traffic lights ahead.
null
null
Town12
33
VehicleOpensDoorTwoWays
1
[(35, 'vehicle.ford.mustang'), (26, 'vehicle.mercedes.coupe_2020'), (17, 'vehicle.lincoln.mkz_2020'), (37, 'vehicle.lincoln.mkz_2020'), (39, 'vehicle.mercedes.coupe_2020'), (38, 'vehicle.mini.cooper_s_2021'), (28, 'vehicle.dodge.charger_2020'), (28, 'vehicle.ford.mustang'), (28, 'vehicle.chevrolet.impala'), (15, 'vehicle.mini.cooper_s_2021'), (18, 'vehicle.dodge.charger_2020'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (21, 'traffic.speed_limit.40'), (24, 'traffic.speed_limit.40'), (12, 'traffic.speed_limit.40'), (24, 'traffic.speed_limit.40'), (6, 'traffic.traffic_light'), (9, 'traffic.traffic_light'), (16, 'traffic.traffic_light'), (14, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.01430719718337059, 'brake': True, 'speed': 2.70541258942103e-05, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
57
Accident
2
[(9, 'vehicle.lincoln.mkz_2020'), (18, 'vehicle.lincoln.mkz_2017'), (4, 'vehicle.audi.tt'), (27, 'vehicle.mini.cooper_s_2021'), (23, 'vehicle.dodge.charger_2020'), (36, 'vehicle.ford.mustang'), (37, 'vehicle.mini.cooper_s_2021'), (15, 'vehicle.lincoln.mkz_2017'), (14, 'vehicle.dodge.charger_2020'), (36, 'vehicle.ford.mustang'), (14, 'vehicle.chevrolet.impala'), (39, 'vehicle.dodge.charger_2020'), (45, 'traffic.speed_limit.90')]
[{'throttle': 0.41472673416137695, 'steer': 0.00223204935900867, 'brake': False, 'speed': 8.221877098083496, 'speedLimit': 30.0}]
{ "location": "City area", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City area
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
42
Accident
3
[(49, 'vehicle.dodge.charger_2020'), (25, 'vehicle.lincoln.mkz_2020'), (19, 'vehicle.mercedes.coupe_2020'), (10, 'vehicle.dodge.charger_police_2020'), (38, 'traffic.speed_limit.120'), (28, 'vehicle.ford.mustang'), (8, 'vehicle.mercedes.coupe_2020'), (36, 'vehicle.chevrolet.impala'), (19, 'vehicle.mercedes.coupe_2020'), (17, 'vehicle.mini.cooper_s_2021'), (46, 'vehicle.dodge.charger_2020')]
[{'throttle': 0.75, 'steer': 0.00030794553458690643, 'brake': False, 'speed': 2.2247941493988037, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay alert, multiple vehicles and signs ahead. Maintain safe distance." }
City street
Approaching multiple vehicles and traffic signs
medium
Stay alert, multiple vehicles and signs ahead. Maintain safe distance.
null
null
Town12
50
HazardAtSideLaneTwoWays
1
[(45, 'vehicle.lincoln.mkz_2020'), (48, 'vehicle.dodge.charger_2020'), (39, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.mercedes.coupe_2020'), (35, 'vehicle.mini.cooper_s_2021'), (2, 'vehicle.dodge.charger_2020'), (28, 'vehicle.chevrolet.impala'), (40, 'vehicle.ford.mustang'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (17, 'vehicle.dodge.charger_2020'), (10, 'traffic.speed_limit.30'), (43, 'traffic.speed_limit.30'), (29, 'traffic.speed_limit.30'), (40, 'traffic.traffic_light'), (40, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (25, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': 0.0021586990915238857, 'brake': False, 'speed': 0.000501474249176681, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
21
StaticCutIn
1
[(48, 'vehicle.ford.mustang'), (48, 'vehicle.dodge.charger_2020'), (44, 'vehicle.chevrolet.impala'), (38, 'vehicle.dodge.charger_2020'), (41, 'vehicle.lincoln.mkz_2020'), (38, 'vehicle.audi.tt'), (30, 'vehicle.ford.mustang'), (37, 'vehicle.lincoln.mkz_2020'), (33, 'vehicle.audi.tt'), (27, 'vehicle.ford.mustang'), (39, 'vehicle.ford.mustang'), (20, 'vehicle.ford.mustang'), (43, 'vehicle.dodge.charger_2020'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (17, 'vehicle.dodge.charger_2020'), (17, 'traffic.speed_limit.40'), (32, 'traffic.speed_limit.50'), (47, 'traffic.speed_limit.50'), (26, 'traffic.traffic_light'), (45, 'traffic.traffic_light'), (45, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.000812684593256563, 'brake': True, 'speed': 0.00012633419828489423, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Vehicle stationary, brake engaged, surrounded by multiple vehicles and traffic lights", "risk": "medium", "message": "Stay alert, be mindful of surrounding vehicles and traffic lights" }
City street
Vehicle stationary, brake engaged, surrounded by multiple vehicles and traffic lights
medium
Stay alert, be mindful of surrounding vehicles and traffic lights
null
null
Town12
65
OppositeVehicleTakingPriority
2
[(46, 'vehicle.lincoln.mkz_2017'), (44, 'vehicle.dodge.charger_2020'), (33, 'vehicle.mercedes.coupe_2020'), (31, 'vehicle.lincoln.mkz_2020'), (36, 'vehicle.audi.tt'), (21, 'vehicle.chevrolet.impala'), (10, 'vehicle.mercedes.coupe_2020'), (9, 'vehicle.ford.mustang'), (5, 'traffic.speed_limit.30'), (39, 'traffic.speed_limit.30'), (33, 'traffic.speed_limit.30'), (30, 'traffic.stop'), (10, 'traffic.stop'), (20, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.0005385358817875385, 'brake': False, 'speed': 1.9944031238555908, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and traffic signs
null
null
Town12
36
AccidentTwoWays
2
[(42, 'vehicle.dodge.charger_2020'), (36, 'vehicle.ford.mustang'), (3, 'vehicle.mini.cooper_s_2021'), (42, 'vehicle.chevrolet.impala'), (18, 'vehicle.lincoln.mkz_2017')]
[{'throttle': 0.033528659492731094, 'steer': -9.295133622799767e-07, 'brake': False, 'speed': 8.329608917236328, 'speedLimit': 90.0}]
{ "location": "City street", "situation": "Approaching vehicles and a pedestrian", "risk": "medium", "message": "Stay alert, vehicles and pedestrian ahead, maintain safe distance." }
City street
Approaching vehicles and a pedestrian
medium
Stay alert, vehicles and pedestrian ahead, maintain safe distance.
null
null
Town12
59
InvadingTurn
6
[(49, 'vehicle.lincoln.mkz_2020'), (36, 'vehicle.mercedes.coupe_2020'), (37, 'vehicle.chevrolet.impala'), (7, 'vehicle.lincoln.mkz_2020'), (29, 'vehicle.ford.mustang'), (48, 'vehicle.chevrolet.impala'), (18, 'vehicle.ford.mustang')]
[{'throttle': 0.48227009177207947, 'steer': -0.028867283836007118, 'brake': False, 'speed': 8.20451831817627, 'speedLimit': 50.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and a stop sign", "risk": "medium", "message": "Stay alert, slow down, and prepare to stop at the sign" }
City road
Approaching multiple vehicles and a stop sign
medium
Stay alert, slow down, and prepare to stop at the sign
null
null
Town12
62
HardBreakRoute
5
[(44, 'vehicle.mini.cooper_s_2021'), (31, 'vehicle.ford.mustang'), (38, 'vehicle.lincoln.mkz_2017'), (10, 'vehicle.dodge.charger_2020'), (34, 'vehicle.audi.tt'), (28, 'vehicle.mercedes.coupe_2020'), (16, 'vehicle.lincoln.mkz_2020'), (39, 'vehicle.lincoln.mkz_2020'), (38, 'vehicle.lincoln.mkz_2017'), (18, 'vehicle.chevrolet.impala'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.ford.mustang'), (16, 'vehicle.ford.mustang'), (31, 'traffic.speed_limit.30'), (40, 'traffic.speed_limit.30'), (14, 'traffic.speed_limit.30'), (44, 'traffic.speed_limit.30'), (36, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (26, 'traffic.traffic_light'), (36, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.009678005240857601, 'brake': True, 'speed': 6.067769572837278e-05, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light with vehicles and speed limit signs", "risk": "medium", "message": "Approach traffic light cautiously, watch for speed limit signs." }
City street
Approaching traffic light with vehicles and speed limit signs
medium
Approach traffic light cautiously, watch for speed limit signs.
null
null
Town12
74
SignalizedJunctionRightTurn
1
[(19, 'vehicle.chevrolet.impala'), (28, 'vehicle.mercedes.coupe_2020'), (46, 'vehicle.dodge.charger_2020'), (29, 'vehicle.lincoln.mkz_2020'), (14, 'vehicle.mercedes.coupe_2020'), (39, 'vehicle.chevrolet.impala')]
[{'throttle': 0.75, 'steer': -0.00017009595467243344, 'brake': False, 'speed': 8.071609497070312, 'speedLimit': 40.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
24
ConstructionObstacleTwoWays
2
[(48, 'vehicle.ford.mustang'), (32, 'vehicle.chevrolet.impala'), (16, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang')]
[{'throttle': 0.0, 'steer': 0.0028756079263985157, 'brake': True, 'speed': 8.230280876159668, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a speed limit sign", "risk": "medium", "message": "Stay alert, slow down, and watch for speed limit signs." }
City street
Approaching multiple vehicles and a speed limit sign
medium
Stay alert, slow down, and watch for speed limit signs.
null
null
Town12
82
OppositeVehicleTakingPriority
2
[(10, 'vehicle.nissan.patrol_2021'), (33, 'vehicle.mini.cooper_s_2021'), (10, 'vehicle.mini.cooper_s_2021'), (49, 'vehicle.mini.cooper_s_2021'), (16, 'vehicle.lincoln.mkz_2017'), (22, 'vehicle.lincoln.mkz_2020'), (38, 'traffic.speed_limit.30'), (18, 'traffic.speed_limit.30'), (45, 'traffic.speed_limit.30'), (46, 'traffic.stop'), (40, 'traffic.stop'), (34, 'traffic.stop'), (25, 'traffic.stop'), (47, 'vehicle.audi.tt'), (48, 'vehicle.audi.tt')]
[{'throttle': 0.75, 'steer': 5.867665458936244e-05, 'brake': False, 'speed': 1.5501986742019653, 'speedLimit': 30.0}]
{ "location": "Urban area", "situation": "Approaching multiple vehicles and traffic signs", "risk": "high", "message": "Stay focused, be aware of surrounding vehicles and signs." }
Urban area
Approaching multiple vehicles and traffic signs
high
Stay focused, be aware of surrounding vehicles and signs.
null
null
Town12
62
ParkingCutIn
2
[(38, 'vehicle.ford.mustang'), (37, 'vehicle.lincoln.mkz_2017'), (32, 'vehicle.ford.mustang'), (16, 'vehicle.mercedes.coupe_2020'), (11, 'vehicle.chevrolet.impala'), (30, 'vehicle.dodge.charger_2020'), (28, 'traffic.speed_limit.30'), (37, 'traffic.speed_limit.30'), (42, 'traffic.speed_limit.30'), (21, 'traffic.traffic_light'), (32, 'traffic.traffic_light'), (32, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.0006780890398658812, 'brake': True, 'speed': 3.9203522205352783, 'speedLimit': 30.0}]
{ "location": "Approaching an intersection", "situation": "Approaching a traffic light and multiple vehicles", "risk": "high", "message": "Stay alert, approaching traffic light and multiple vehicles ahead" }
Approaching an intersection
Approaching a traffic light and multiple vehicles
high
Stay alert, approaching traffic light and multiple vehicles ahead
null
null
Town12
13
VehicleOpensDoorTwoWays
2
[(34, 'vehicle.mercedes.coupe_2020'), (49, 'vehicle.mercedes.coupe_2020'), (8, 'vehicle.mini.cooper_s_2021'), (36, 'vehicle.ford.mustang'), (18, 'vehicle.lincoln.mkz_2017'), (43, 'vehicle.mercedes.coupe_2020')]
[{'throttle': 0.0, 'steer': -0.0002767012920230627, 'brake': True, 'speed': 8.437920570373535, 'speedLimit': 40.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a stop sign", "risk": "medium", "message": "Stay alert, slow down, and prepare to stop at the sign" }
City street
Approaching multiple vehicles and a stop sign
medium
Stay alert, slow down, and prepare to stop at the sign
null
null
Town12
32
NonSignalizedJunctionRightTurn
2
[(46, 'vehicle.chevrolet.impala'), (12, 'vehicle.dodge.charger_2020'), (35, 'vehicle.lincoln.mkz_2017'), (17, 'vehicle.nissan.patrol_2021'), (12, 'vehicle.audi.tt'), (23, 'vehicle.mini.cooper_s_2021'), (22, 'traffic.speed_limit.30'), (36, 'traffic.speed_limit.50'), (49, 'traffic.stop'), (30, 'traffic.stop')]
[{'throttle': 0.0, 'steer': 0.0017000670777633786, 'brake': True, 'speed': 5.232336521148682, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching a stop sign with vehicles and pedestrians nearby", "risk": "high", "message": "Approach the stop sign cautiously, be aware of surrounding vehicles" }
City street
Approaching a stop sign with vehicles and pedestrians nearby
high
Approach the stop sign cautiously, be aware of surrounding vehicles
null
null
Town12
51
InvadingTurn
3
[(38, 'vehicle.mini.cooper_s_2021'), (31, 'vehicle.dodge.charger_2020'), (39, 'vehicle.audi.tt'), (38, 'vehicle.mercedes.coupe_2020'), (28, 'vehicle.lincoln.mkz_2020'), (24, 'vehicle.dodge.charger_2020'), (23, 'vehicle.chevrolet.impala'), (10, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.ford.mustang'), (45, 'vehicle.ford.mustang'), (30, 'traffic.speed_limit.30'), (23, 'traffic.speed_limit.30'), (35, 'traffic.speed_limit.30'), (8, 'traffic.speed_limit.30'), (14, 'traffic.stop'), (25, 'traffic.stop'), (25, 'traffic.stop'), (16, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -6.228165148058906e-05, 'brake': False, 'speed': 0.47012048959732056, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic signs." }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be aware of surrounding vehicles and traffic signs.
null
null
Town12
1
ConstructionObstacle
3
[(45, 'vehicle.lincoln.mkz_2017'), (20, 'vehicle.chevrolet.impala'), (39, 'vehicle.lincoln.mkz_2020'), (39, 'vehicle.mercedes.coupe_2020'), (45, 'vehicle.lincoln.mkz_2020'), (42, 'vehicle.lincoln.mkz_2017'), (33, 'vehicle.mini.cooper_s_2021'), (41, 'vehicle.ford.mustang'), (37, 'vehicle.lincoln.mkz_2017'), (38, 'vehicle.chevrolet.impala'), (28, 'vehicle.chevrolet.impala'), (43, 'vehicle.lincoln.mkz_2020'), (9, 'vehicle.lincoln.mkz_2020'), (3, 'vehicle.ford.mustang'), (18, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.ford.mustang'), (16, 'vehicle.ford.mustang'), (13, 'traffic.speed_limit.30'), (31, 'traffic.speed_limit.50'), (48, 'traffic.speed_limit.50'), (24, 'traffic.traffic_light'), (44, 'traffic.traffic_light'), (43, 'traffic.traffic_light'), (23, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.007018377538770437, 'brake': True, 'speed': 0.07831840962171555, 'speedLimit': 30.0}]
{ "location": "City area", "situation": "Approaching a traffic light and multiple vehicles", "risk": "medium", "message": "Stay alert, approaching traffic light and multiple vehicles ahead." }
City area
Approaching a traffic light and multiple vehicles
medium
Stay alert, approaching traffic light and multiple vehicles ahead.
null
null
Town12
3
ParkingCrossingPedestrian
1
[(45, 'vehicle.audi.tt'), (39, 'vehicle.audi.tt'), (25, 'vehicle.lincoln.mkz_2017'), (17, 'vehicle.lincoln.mkz_2020'), (45, 'vehicle.nissan.patrol_2021'), (10, 'vehicle.lincoln.mkz_2017'), (22, 'vehicle.lincoln.mkz_2017'), (34, 'vehicle.lincoln.mkz_2020'), (7, 'vehicle.ford.mustang'), (11, 'traffic.speed_limit.30'), (48, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (26, 'traffic.traffic_light'), (36, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.00100126420147717, 'brake': False, 'speed': 0.25985077023506165, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "high", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
high
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
Town12
22
NonSignalizedJunctionLeftTurn
3
[(35, 'vehicle.dodge.charger_2020'), (42, 'vehicle.chevrolet.impala'), (24, 'vehicle.mini.cooper_s_2021'), (39, 'vehicle.dodge.charger_2020'), (14, 'vehicle.lincoln.mkz_2017'), (32, 'vehicle.lincoln.mkz_2017'), (28, 'vehicle.lincoln.mkz_2020'), (6, 'vehicle.mini.cooper_s_2021'), (23, 'vehicle.ford.mustang'), (43, 'vehicle.lincoln.mkz_2017'), (18, 'vehicle.dodge.charger_2020'), (44, 'vehicle.lincoln.mkz_2020'), (49, 'vehicle.ford.mustang'), (29, 'vehicle.lincoln.mkz_2017'), (16, 'vehicle.nissan.patrol_2021'), (15, 'vehicle.audi.tt'), (12, 'traffic.speed_limit.30'), (33, 'traffic.speed_limit.30'), (20, 'traffic.speed_limit.30'), (21, 'traffic.speed_limit.30'), (18, 'traffic.stop'), (6, 'traffic.stop'), (9, 'traffic.stop'), (19, 'traffic.stop')]
[{'throttle': 0.0, 'steer': 0.12311413139104843, 'brake': True, 'speed': 7.857903957366943, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay focused, be cautious of surrounding vehicles and traffic signs." }
City street
Approaching multiple vehicles and traffic signs
medium
Stay focused, be cautious of surrounding vehicles and traffic signs.
null
null
Town12
59
BlockedIntersection
4
[(49, 'vehicle.lincoln.mkz_2020'), (30, 'vehicle.lincoln.mkz_2017'), (21, 'vehicle.ford.mustang'), (19, 'vehicle.dodge.charger_2020'), (37, 'vehicle.mercedes.coupe_2020'), (17, 'vehicle.lincoln.mkz_2020')]
[{'throttle': 0.0, 'steer': 0.036611802875995636, 'brake': True, 'speed': 8.411737442016602, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, approaching vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, approaching vehicles and a traffic light ahead
null
null
Town12
21
InvadingTurn
1
[(20, 'vehicle.lincoln.mkz_2017'), (9, 'vehicle.audi.tt'), (3, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.nissan.patrol_2021'), (46, 'vehicle.chevrolet.impala'), (32, 'vehicle.ford.mustang'), (38, 'vehicle.chevrolet.impala'), (22, 'vehicle.mercedes.coupe_2020'), (28, 'vehicle.ford.mustang'), (8, 'traffic.speed_limit.30'), (23, 'traffic.speed_limit.30'), (18, 'traffic.speed_limit.30'), (4, 'traffic.stop'), (13, 'traffic.stop'), (5, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.0026157409884035587, 'brake': False, 'speed': 8.088479995727539, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic signs", "risk": "medium", "message": "Stay alert, multiple vehicles and traffic signs ahead" }
City street
Approaching multiple vehicles and traffic signs
medium
Stay alert, multiple vehicles and traffic signs ahead
null
null
Town12
24
AccidentTwoWays
2
[(3, 'vehicle.lincoln.mkz_2020'), (18, 'vehicle.ford.mustang'), (44, 'vehicle.chevrolet.impala'), (42, 'vehicle.lincoln.mkz_2020'), (44, 'vehicle.mercedes.coupe_2020'), (44, 'vehicle.lincoln.mkz_2017'), (6, 'vehicle.mini.cooper_s_2021'), (9, 'vehicle.ford.mustang'), (26, 'vehicle.chevrolet.impala'), (49, 'vehicle.chevrolet.impala'), (37, 'vehicle.lincoln.mkz_2017'), (27, 'vehicle.mercedes.coupe_2020'), (41, 'vehicle.lincoln.mkz_2020'), (22, 'vehicle.lincoln.mkz_2020')]
[{'throttle': 0.31215378642082214, 'steer': 0.00015110662207007408, 'brake': False, 'speed': 8.250900268554688, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, approaching vehicles and a traffic light ahead" }
City street
Approaching multiple vehicles and a traffic light
medium
Stay alert, approaching vehicles and a traffic light ahead
null
null
Town12
1
HardBreakRoute
3
[(10, 'vehicle.ford.mustang'), (20, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.chevrolet.impala'), (47, 'vehicle.lincoln.mkz_2017'), (33, 'vehicle.lincoln.mkz_2020'), (3, 'vehicle.audi.tt'), (9, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (21, 'traffic.speed_limit.30'), (7, 'traffic.stop'), (17, 'traffic.stop'), (7, 'traffic.stop')]
[{'throttle': 0.75, 'steer': 0.055617060512304306, 'brake': False, 'speed': 7.948740482330322, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic stops", "risk": "medium", "message": "Stay alert, slow down, and watch for traffic stops" }
City road
Approaching multiple vehicles and traffic stops
medium
Stay alert, slow down, and watch for traffic stops
null
null
Town12
72
VehicleOpensDoorTwoWays
5
[(44, 'vehicle.nissan.patrol_2021'), (35, 'vehicle.ford.mustang'), (35, 'vehicle.ford.mustang'), (38, 'vehicle.lincoln.mkz_2017'), (28, 'vehicle.lincoln.mkz_2017'), (29, 'vehicle.mercedes.coupe_2020'), (47, 'vehicle.dodge.charger_2020'), (43, 'vehicle.audi.tt'), (12, 'vehicle.dodge.charger_2020'), (12, 'vehicle.lincoln.mkz_2020'), (27, 'vehicle.ford.mustang'), (24, 'vehicle.dodge.charger_2020'), (29, 'traffic.speed_limit.40'), (36, 'traffic.speed_limit.40'), (11, 'traffic.speed_limit.40'), (40, 'traffic.speed_limit.40'), (21, 'traffic.traffic_light'), (31, 'traffic.traffic_light'), (30, 'traffic.traffic_light'), (20, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -4.657732279156335e-05, 'brake': False, 'speed': 4.186176776885986, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights" }
City road
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights
null
null
Town12
62
ParkingCutIn
1
[(46, 'vehicle.ford.mustang'), (39, 'vehicle.lincoln.mkz_2020'), (38, 'vehicle.mercedes.coupe_2020'), (31, 'vehicle.dodge.charger_2020'), (40, 'vehicle.chevrolet.impala'), (42, 'vehicle.ford.mustang'), (28, 'vehicle.chevrolet.impala'), (29, 'vehicle.mini.cooper_s_2021'), (22, 'vehicle.dodge.charger_2020'), (34, 'vehicle.lincoln.mkz_2017'), (18, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (17, 'vehicle.dodge.charger_2020'), (32, 'traffic.speed_limit.30'), (40, 'traffic.speed_limit.30'), (15, 'traffic.speed_limit.30'), (46, 'traffic.speed_limit.30'), (36, 'traffic.traffic_light'), (35, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': 0.00405545299872756, 'brake': True, 'speed': 0.08168503642082214, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching traffic light with vehicles and speed limit signs", "risk": "medium", "message": "Approach traffic light cautiously, be aware of surrounding vehicles." }
City street
Approaching traffic light with vehicles and speed limit signs
medium
Approach traffic light cautiously, be aware of surrounding vehicles.
null
null
Town12
54
ControlLoss
6
[(34, 'vehicle.lincoln.mkz_2017'), (18, 'vehicle.mercedes.coupe_2020'), (12, 'vehicle.mini.cooper_s_2021'), (14, 'vehicle.dodge.charger_2020'), (33, 'vehicle.dodge.charger_2020'), (40, 'vehicle.mini.cooper_s_2021'), (36, 'vehicle.ford.mustang'), (30, 'vehicle.dodge.charger_2020'), (49, 'vehicle.ford.mustang'), (32, 'vehicle.lincoln.mkz_2017'), (11, 'vehicle.lincoln.mkz_2020'), (14, 'vehicle.dodge.charger_2020')]
[{'throttle': 0.75, 'steer': 0.0003104021307080984, 'brake': False, 'speed': 8.05746841430664, 'speedLimit': 50.0}]
{ "location": "City intersection", "situation": "Approaching multiple vehicles and a traffic light", "risk": "medium", "message": "Stay alert, multiple vehicles and a traffic light ahead" }
City intersection
Approaching multiple vehicles and a traffic light
medium
Stay alert, multiple vehicles and a traffic light ahead
null
null
Town12
40
ParkingCutIn
3
[(44, 'vehicle.lincoln.mkz_2017'), (44, 'vehicle.nissan.patrol_2021'), (39, 'vehicle.chevrolet.impala'), (34, 'vehicle.dodge.charger_2020'), (20, 'vehicle.chevrolet.impala'), (38, 'vehicle.dodge.charger_2020'), (23, 'vehicle.lincoln.mkz_2020'), (30, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang'), (38, 'vehicle.lincoln.mkz_2020'), (35, 'vehicle.ford.mustang'), (20, 'vehicle.nissan.patrol_2021'), (36, 'vehicle.ford.mustang'), (40, 'vehicle.dodge.charger_2020'), (47, 'vehicle.nissan.patrol_2021'), (10, 'vehicle.nissan.patrol_2021'), (16, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.dodge.charger_2020'), (18, 'traffic.speed_limit.40'), (49, 'traffic.speed_limit.50'), (32, 'traffic.speed_limit.50'), (45, 'traffic.traffic_light'), (44, 'traffic.traffic_light'), (25, 'traffic.traffic_light'), (26, 'traffic.traffic_light')]
[{'throttle': 0.0, 'steer': -0.003438658080995083, 'brake': True, 'speed': 0.0005995439714752138, 'speedLimit': 40.0}]
{ "location": "City road", "situation": "Vehicle at a complete stop with brake applied", "risk": "low", "message": "Stay alert for surrounding vehicles and traffic lights." }
City road
Vehicle at a complete stop with brake applied
low
Stay alert for surrounding vehicles and traffic lights.
null
null
Town12
28
ParkedObstacleTwoWays
2
[(20, 'vehicle.lincoln.mkz_2017'), (22, 'vehicle.audi.tt'), (38, 'vehicle.chevrolet.impala'), (18, 'vehicle.mercedes.coupe_2020'), (30, 'vehicle.ford.mustang'), (49, 'vehicle.ford.mustang'), (48, 'traffic.speed_limit.50')]
[{'throttle': 0.0, 'steer': -0.008340452797710896, 'brake': True, 'speed': 8.380650520324707, 'speedLimit': 50.0}]
{ "location": "City street", "situation": "Approaching vehicles and a traffic light", "risk": "medium", "message": "Stay alert, approaching vehicles and a traffic light ahead" }
City street
Approaching vehicles and a traffic light
medium
Stay alert, approaching vehicles and a traffic light ahead
null
null
Town12
69
SignalizedJunctionLeftTurn
4
[(45, 'vehicle.dodge.charger_2020'), (36, 'vehicle.lincoln.mkz_2017'), (17, 'vehicle.audi.tt'), (37, 'vehicle.chevrolet.impala'), (33, 'vehicle.lincoln.mkz_2017'), (32, 'vehicle.lincoln.mkz_2020'), (23, 'vehicle.dodge.charger_2020'), (23, 'vehicle.lincoln.mkz_2017'), (26, 'vehicle.mini.cooper_s_2021'), (27, 'vehicle.ford.mustang'), (18, 'vehicle.lincoln.mkz_2020'), (19, 'vehicle.mercedes.coupe_2020'), (14, 'vehicle.lincoln.mkz_2020'), (14, 'vehicle.lincoln.mkz_2017'), (43, 'vehicle.chevrolet.impala'), (28, 'vehicle.dodge.charger_2020'), (11, 'vehicle.ford.mustang'), (26, 'vehicle.chevrolet.impala'), (5, 'vehicle.chevrolet.impala'), (15, 'vehicle.dodge.charger_2020'), (23, 'traffic.speed_limit.30'), (13, 'traffic.speed_limit.40'), (24, 'traffic.speed_limit.50'), (17, 'traffic.speed_limit.50'), (17, 'traffic.traffic_light'), (7, 'traffic.traffic_light'), (16, 'traffic.traffic_light'), (5, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.3479267358779907, 'brake': False, 'speed': 0.03790941834449768, 'speedLimit': 40.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights" }
City road
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights
null
null
Town12
89
HazardAtSideLaneTwoWays
2
[(46, 'vehicle.ford.mustang'), (32, 'vehicle.chevrolet.impala'), (17, 'vehicle.mercedes.coupe_2020'), (15, 'vehicle.ford.mustang'), (30, 'vehicle.ford.mustang'), (20, 'traffic.speed_limit.90'), (21, 'traffic.speed_limit.90')]
[{'throttle': 0.0, 'steer': -2.628881520649884e-05, 'brake': True, 'speed': 8.267085075378418, 'speedLimit': 30.0}]
{ "location": "City road", "situation": "Approaching multiple vehicles and speed limit sign", "risk": "medium", "message": "Be aware of surrounding vehicles and adhere to speed limit." }
City road
Approaching multiple vehicles and speed limit sign
medium
Be aware of surrounding vehicles and adhere to speed limit.
null
null
Town12
56
YieldToEmergencyVehicle
5
[(38, 'vehicle.mini.cooper_s_2021'), (19, 'vehicle.chevrolet.impala'), (25, 'vehicle.mini.cooper_s_2021'), (40, 'vehicle.dodge.charger_2020'), (44, 'vehicle.ford.mustang'), (14, 'vehicle.mini.cooper_s_2021'), (49, 'vehicle.chevrolet.impala'), (32, 'vehicle.lincoln.mkz_2020'), (21, 'vehicle.mercedes.coupe_2020')]
[{'throttle': 0.75, 'steer': 0.0025343718007206917, 'brake': False, 'speed': 7.98900842666626, 'speedLimit': 120.0}]
{ "location": "Urban area", "situation": "Approaching multiple vehicles and pedestrians", "risk": "high", "message": "Stay alert, multiple vehicles and pedestrians ahead, maintain safe distance." }
Urban area
Approaching multiple vehicles and pedestrians
high
Stay alert, multiple vehicles and pedestrians ahead, maintain safe distance.
null
null
Town12
54
PriorityAtJunction
1
[(45, 'vehicle.lincoln.mkz_2017'), (27, 'vehicle.dodge.charger_2020'), (27, 'vehicle.chevrolet.impala'), (27, 'vehicle.lincoln.mkz_2020'), (43, 'vehicle.mini.cooper_s_2021'), (39, 'vehicle.audi.tt'), (29, 'vehicle.audi.tt'), (41, 'vehicle.audi.tt'), (30, 'vehicle.audi.tt'), (9, 'vehicle.lincoln.mkz_2017'), (17, 'vehicle.nissan.patrol_2021'), (19, 'vehicle.lincoln.mkz_2017'), (7, 'vehicle.ford.mustang'), (34, 'traffic.speed_limit.30'), (26, 'traffic.speed_limit.30'), (20, 'traffic.stop')]
[{'throttle': 0.75, 'steer': -0.0025759972631931305, 'brake': False, 'speed': 0.0007232073694467545, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and a stop sign", "risk": "medium", "message": "Stay alert, slow down, and prepare to stop at the sign" }
City street
Approaching multiple vehicles and a stop sign
medium
Stay alert, slow down, and prepare to stop at the sign
null
null
Town12
33
ParkingCrossingPedestrian
4
[(46, 'vehicle.ford.mustang'), (41, 'vehicle.chevrolet.impala'), (39, 'vehicle.dodge.charger_2020'), (29, 'vehicle.lincoln.mkz_2017'), (29, 'vehicle.lincoln.mkz_2017'), (24, 'vehicle.lincoln.mkz_2017'), (29, 'vehicle.lincoln.mkz_2020'), (36, 'vehicle.lincoln.mkz_2017'), (37, 'vehicle.mini.cooper_s_2021'), (20, 'vehicle.mini.cooper_s_2021'), (19, 'vehicle.ford.mustang'), (9, 'vehicle.mercedes.coupe_2020'), (7, 'vehicle.chevrolet.impala'), (23, 'traffic.speed_limit.30'), (30, 'traffic.speed_limit.30'), (36, 'traffic.speed_limit.30'), (25, 'traffic.traffic_light'), (14, 'traffic.traffic_light'), (25, 'traffic.traffic_light')]
[{'throttle': 0.75, 'steer': -0.000439914787421003, 'brake': False, 'speed': 0.0005137970438227057, 'speedLimit': 30.0}]
{ "location": "City street", "situation": "Approaching multiple vehicles and traffic lights", "risk": "medium", "message": "Stay focused, be aware of surrounding vehicles and traffic lights." }
City street
Approaching multiple vehicles and traffic lights
medium
Stay focused, be aware of surrounding vehicles and traffic lights.
null
null
End of preview.
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