Datasets:
crash_id large_stringlengths 4 6 | crash_severity stringclasses 4
values | crash_year int64 2.01k 2.02k | crash_month stringclasses 12
values | crash_day_of_week stringclasses 7
values | crash_hour int64 0 23 | crash_nature stringclasses 15
values | crash_type stringclasses 4
values | crash_longitude float64 138 154 | crash_latitude float64 -29.01 -9.38 | crash_street stringlengths 5 40 ⌀ | crash_street_intersecting stringlengths 5 40 ⌀ | state_road_name stringclasses 619
values | loc_suburb stringlengths 3 23 ⌀ | loc_local_government_area stringclasses 78
values | loc_post_code float64 2.41k 4.9k ⌀ | loc_police_division stringclasses 337
values | loc_police_district stringclasses 15
values | loc_police_region stringclasses 7
values | loc_queensland_transport_region stringclasses 5
values | loc_main_roads_region stringclasses 6
values | loc_abs_statistical_area_2 stringclasses 527
values | loc_abs_statistical_area_3 stringclasses 82
values | loc_abs_statistical_area_4 stringclasses 19
values | loc_abs_remoteness stringclasses 5
values | loc_state_electorate stringclasses 93
values | loc_federal_electorate stringclasses 30
values | crash_controlling_authority stringclasses 2
values | crash_roadway_feature stringclasses 15
values | crash_traffic_control stringclasses 16
values | crash_speed_limit_band stringclasses 5
values | crash_road_surface_condition stringclasses 4
values | crash_atmospheric_condition stringclasses 4
values | crash_lighting_condition stringclasses 4
values | crash_road_horiz_align stringclasses 3
values | crash_road_vert_align stringclasses 4
values | crash_dca_code float64 0 907 ⌀ | crash_dca_description stringclasses 87
values | crash_dca_group_description stringclasses 22
values | dca_key_approach_dir stringclasses 6
values | count_casualty_fatality int64 0 5 | count_casualty_hospitalised int64 0 19 | count_casualty_medicallytreated int64 0 29 | count_casualty_minorinjury int64 0 17 | count_casualty_total int64 0 29 | count_unit_car int64 0 11 | count_unit_motorcycle_moped int64 0 5 | count_unit_truck int64 0 4 | count_unit_bus int64 0 3 | count_unit_bicycle int64 0 9 | count_unit_pedestrian int64 0 20 | count_unit_other int64 0 4 | crash_month_num float64 1 12 | crash_day_of_week_num float64 0 6 | is_weekend float64 0 1 | crash_speed_limit float64 50 110 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2807 | medical treatment | 2,011 | november | sunday | 15 | angle | multi-vehicle | 153.431794 | -28.036335 | alexandra ave | gold coast hwy | gold coast highway (broadbeach - coolangatta) | broadbeach | gold coast city | 4,218 | broadbeach | gold coast | south eastern | seq south | south coast | mermaid beach - broadbeach | broadbeach - burleigh | gold coast | major cities | mermaid beach | moncrieff | state-controlled | intersection - t-junction | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 107 | vehs adjacent approach: thru-left | 01: intersection: adjacent approach | w | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 11 | 6 | 1 | 60 |
2812 | medical treatment | 2,011 | november | wednesday | 8 | angle | multi-vehicle | 152.991641 | -27.485458 | sherwood rd | null | null | toowong | brisbane city | 4,066 | indooroopilly | north brisbane | brisbane | seq north | metropolitan | toowong | brisbane inner - west | brisbane inner city | major cities | maiwar | ryan | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 401 | vehs manoeuvring: leaving parking | 08: vehicle leaving driveway | e | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 50 |
5427 | minor injury | 2,011 | november | tuesday | 16 | rear-end | multi-vehicle | 152.948883 | -27.41453 | samford sub-arterial rd | settlement rd | samford sub-arterial road | keperra | brisbane city | 4,054 | ferny grove | north brisbane | brisbane | seq north | metropolitan | keperra | the gap - enoggera | brisbane - west | major cities | ferny grove | ryan | state-controlled | intersection - t-junction | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | grade | 302 | vehs same direction: left rear | 04: rear-end | n | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 60 |
6530 | hospitalisation | 2,011 | november | thursday | 16 | rear-end | multi-vehicle | 153.005364 | -27.472975 | coronation dr | null | null | milton | brisbane city | 4,064 | brisbane city | north brisbane | brisbane | seq north | metropolitan | paddington - milton | brisbane inner - west | brisbane inner city | major cities | cooper | brisbane | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | n | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 60 |
6560 | medical treatment | 2,011 | october | wednesday | 8 | angle | multi-vehicle | 153.030519 | -27.471847 | edward st | null | null | brisbane city | brisbane city | 4,000 | brisbane city | north brisbane | brisbane | seq north | metropolitan | brisbane city | brisbane inner | brisbane inner city | major cities | mcconnel | brisbane | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 400 | vehs manoeuvring: other | 21: other | null | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 10 | 2 | 0 | 50 |
6614 | hospitalisation | 2,011 | october | friday | 12 | angle | multi-vehicle | 152.358173 | -27.518322 | lake clarendon way | main green swamp rd | null | lake clarendon | lockyer valley region | 4,343 | laidley | darling downs | southern | seq south | southern queensland | lockyer valley - east | ipswich hinterland | ipswich | inner regional | lockyer | wright | locally-controlled | intersection - t-junction | give way sign | 100 - 110 km/h | sealed - dry | clear | daylight | curved - view open | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | e | 0 | 1 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 4 | 0 | 110 |
6624 | medical treatment | 2,011 | october | wednesday | 16 | rear-end | multi-vehicle | 153.444839 | -28.074583 | gold coast hwy | kratzmann ave | gold coast highway (broadbeach - coolangatta) | miami | gold coast city | 4,220 | broadbeach | gold coast | south eastern | seq south | south coast | miami | broadbeach - burleigh | gold coast | major cities | mermaid beach | moncrieff | state-controlled | intersection - cross | operating traffic lights | 80 - 90 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 2 | 0 | 90 |
6672 | fatal | 2,011 | november | monday | 13 | head-on | multi-vehicle | 152.324282 | -26.09461 | wide bay hwy | null | wide bay highway (gympie - goomeri) | oakview | gympie region | 4,600 | kilkivan | wide bay burnett | north coast | southern | southern queensland | kilkivan | gympie - cooloola | wide bay | inner regional | nanango | wide bay | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | straight | level | 201 | vehs opposite approach: head on | 02: head-on | w | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 110 |
6673 | hospitalisation | 2,011 | september | monday | 23 | angle | multi-vehicle | 152.870385 | -27.605249 | collingwood dr | smiths rd | null | redbank | ipswich city | 4,301 | goodna | ipswich | southern | seq south | metropolitan | collingwood park - redbank | springfield - redbank | ipswich | major cities | bundamba | oxley | locally-controlled | intersection - t-junction | operating traffic lights | 60 km/h | sealed - dry | clear | darkness - lighted | curved - view open | level | 202 | vehs opposite approach: thru-right | 03: opposing vehicles turning | n | 0 | 1 | 1 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 60 |
6674 | medical treatment | 2,011 | september | monday | 20 | hit pedestrian | hit pedestrian | 139.508831 | -20.719498 | abel smith pde | null | null | pioneer | mount isa city | 4,825 | mount isa | mount isa | northern | northern | north queensland | mount isa | outback - north | queensland - outback | remote | traeger | kennedy | locally-controlled | bridge/causeway | no traffic control | 60 km/h | sealed - dry | clear | darkness - lighted | straight | level | 0 | pedn: hit other | 21: other | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 9 | 0 | 0 | 60 |
6701 | medical treatment | 2,011 | september | friday | 12 | rear-end | multi-vehicle | 153.252836 | -27.779289 | pacific hwy | null | pacific highway (pacific motorway) | ormeau | gold coast city | 4,208 | coomera | gold coast | south eastern | seq south | south coast | ormeau - yatala | ormeau - oxenford | gold coast | major cities | coomera | fadden | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - wet | raining | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 4 | 0 | 110 |
6725 | hospitalisation | 2,011 | august | wednesday | 17 | fall from vehicle | single vehicle | 153.37542 | -27.964486 | smith st connection rd | null | smith street connection road | parkwood | gold coast city | 4,214 | southport | gold coast | south eastern | seq south | south coast | parkwood | southport | gold coast | major cities | bonney | fadden | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | dawn/dusk | straight | level | 705 | off path-straight: out of control on cway | 17: out of control on straight | e | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 90 |
6756 | medical treatment | 2,011 | october | friday | 2 | overturned | single vehicle | 145.466747 | -16.994643 | kennedy hwy | null | kennedy highway (cairns - mareeba) | mareeba | mareeba shire | 4,880 | mareeba | far north | far northern | northern | north queensland | mareeba | tablelands (east) - kuranda | cairns | outer regional | cook | kennedy | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | darkness - not lighted | straight | grade | 705 | off path-straight: out of control on cway | 17: out of control on straight | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 4 | 0 | 110 |
6758 | medical treatment | 2,011 | october | friday | 10 | angle | multi-vehicle | 146.748114 | -19.271645 | bayswater rd | mather st | null | mount louisa | townsville city | 4,814 | townsville | townsville | northern | northern | north queensland | garbutt - west end | townsville | townsville | outer regional | townsville | herbert | locally-controlled | intersection - roundabout | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 202 | vehs opposite approach: thru-right | 03: opposing vehicles turning | w | 0 | 0 | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 4 | 0 | 60 |
6763 | hospitalisation | 2,011 | october | saturday | 18 | hit object | single vehicle | 151.94026 | -27.473396 | cawdor rd | null | null | highfields | toowoomba region | 4,352 | highfields | darling downs | southern | southern | southern queensland | highfields | toowoomba | toowoomba | inner regional | toowoomba north | groom | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - wet | raining | darkness - not lighted | straight | grade | 607 | vehs on path: temporary object on cway | 21: other | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 5 | 1 | 60 |
6780 | hospitalisation | 2,011 | october | friday | 17 | fall from vehicle | single vehicle | 146.792882 | -19.24805 | chubb st | north ward rd | north ward road | belgian gardens | townsville city | 4,810 | townsville | townsville | northern | northern | north queensland | belgian gardens - pallarenda | townsville | townsville | outer regional | townsville | herbert | state-controlled | intersection - t-junction | no traffic control | 60 km/h | sealed - wet | raining | daylight | curved - view obscured | crest | 805 | off path-curve: out of control on cway | 20: out of control on curve | w | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 10 | 4 | 0 | 60 |
6809 | hospitalisation | 2,011 | october | thursday | 13 | hit object | single vehicle | 152.745235 | -27.626412 | old toowoomba rd | null | null | one mile | ipswich city | 4,305 | ipswich | ipswich | southern | seq south | metropolitan | leichhardt - one mile | ipswich inner | ipswich | major cities | ipswich west | blair | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 704 | off path-straight: right off cway hit obj | 16: off carriageway on straight hit object | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 3 | 0 | 60 |
6816 | hospitalisation | 2,011 | october | thursday | 16 | hit pedestrian | hit pedestrian | 153.012669 | -27.466068 | milton rd | upper roma st | null | petrie terrace | brisbane city | 4,000 | brisbane city | north brisbane | brisbane | seq north | metropolitan | brisbane city | brisbane inner | brisbane inner city | major cities | mcconnel | brisbane | locally-controlled | intersection - t-junction | operating traffic lights | 60 km/h | sealed - wet | raining | daylight | curved - view open | level | 4 | pedn: play; work; stand; lie on cway | 12: pedestrian | e | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 10 | 3 | 0 | 60 |
6835 | hospitalisation | 2,011 | october | monday | 16 | rear-end | multi-vehicle | 153.243228 | -27.756912 | computer rd | mavis ct | pacific highway (pacific motorway) | ormeau | gold coast city | 4,208 | coomera | gold coast | south eastern | seq south | south coast | ormeau - yatala | ormeau - oxenford | gold coast | major cities | coomera | fadden | state-controlled | intersection - roundabout | give way sign | 60 km/h | sealed - dry | clear | daylight | curved - view open | grade | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 60 |
6875 | medical treatment | 2,011 | september | thursday | 9 | hit parked vehicle | single vehicle | 152.964079 | -26.860612 | biondi cres | null | null | beerwah | sunshine coast region | 4,519 | beerwah | sunshine coast | north coast | seq north | north coast | beerwah | sunshine coast hinterland | sunshine coast | inner regional | caloundra | fisher | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | level | 601 | vehs on path: parked | 10: hit parked vehicle | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 50 |
6877 | hospitalisation | 2,012 | september | sunday | 9 | fall from vehicle | single vehicle | 152.718178 | -26.611643 | maleny - kenilworth rd | null | maleny - kenilworth road | kenilworth | sunshine coast region | 4,574 | kenilworth | sunshine coast | north coast | seq north | north coast | maroochy hinterland | sunshine coast hinterland | sunshine coast | inner regional | nicklin | fairfax | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | curved - view obscured | grade | 805 | off path-curve: out of control on cway | 20: out of control on curve | n | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 9 | 6 | 1 | 110 |
6884 | fatal | 2,011 | november | thursday | 17 | angle | multi-vehicle | 152.995727 | -27.473669 | milton rd | wienholt st | null | auchenflower | brisbane city | 4,066 | indooroopilly | north brisbane | brisbane | seq north | metropolitan | auchenflower | brisbane inner - west | brisbane inner city | major cities | maiwar | ryan | locally-controlled | intersection - cross | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | grade | 202 | vehs opposite approach: thru-right | 03: opposing vehicles turning | w | 1 | 0 | 1 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 60 |
6885 | fatal | 2,011 | november | sunday | 10 | hit object | single vehicle | 152.310032 | -25.672559 | glenbar rd | null | null | woocoo | fraser coast region | 4,620 | maryborough | wide bay burnett | north coast | southern | southern queensland | maryborough region - south | maryborough | wide bay | outer regional | maryborough | wide bay | locally-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | curved - view open | level | 804 | off path-curve: off cway lt bend hit obj | 19: off carriageway on curve hit object | s | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 6 | 1 | 110 |
6886 | fatal | 2,011 | november | sunday | 15 | rear-end | multi-vehicle | 146.667398 | -25.97092 | landsborough hwy | null | landsborough highway (morven - augathella) | clara creek | murweh shire | 4,468 | augathella | south west | southern | southern | southern queensland | charleville | outback - south | queensland - outback | very remote | warrego | maranoa | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - wet | raining | daylight | curved - view open | level | 301 | vehs same direction: rear end | 04: rear-end | n | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 11 | 6 | 1 | 110 |
6887 | fatal | 2,011 | november | sunday | 18 | hit object | single vehicle | 153.392293 | -27.981344 | wardoo st | null | null | southport | gold coast city | 4,215 | southport | gold coast | south eastern | seq south | south coast | southport - south | southport | gold coast | major cities | southport | moncrieff | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | dawn/dusk | straight | level | 201 | vehs opposite approach: head on | 02: head-on | n | 1 | 2 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 6 | 1 | 60 |
6930 | medical treatment | 2,011 | september | thursday | 14 | rear-end | multi-vehicle | 153.445245 | -28.076466 | christine ave | gold coast hwy | gold coast highway (broadbeach - coolangatta) | miami | gold coast city | 4,220 | palm beach | gold coast | south eastern | seq south | south coast | miami | broadbeach - burleigh | gold coast | major cities | mermaid beach | mcpherson | state-controlled | intersection - cross | operating traffic lights | 70 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 70 |
6933 | hospitalisation | 2,011 | september | friday | 10 | rear-end | multi-vehicle | 149.104534 | -26.581477 | warrego hwy | null | warrego highway (miles - roma) | pickanjinnie | maranoa region | 4,428 | wallumbilla | south west | southern | southern | southern queensland | roma region | darling downs (west) - maranoa | darling downs - maranoa | remote | warrego | maranoa | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - wet | raining | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 4 | 0 | 90 |
6939 | minor injury | 2,011 | november | wednesday | 8 | rear-end | multi-vehicle | 153.097435 | -27.228279 | ashmole rd | redcliffe rd | redcliffe road | redcliffe | moreton bay region | 4,020 | redcliffe | moreton | north coast | seq north | north coast | redcliffe | redcliffe | moreton bay - north | major cities | redcliffe | petrie | state-controlled | intersection - cross | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | level | 303 | vehs same direction: right rear | 04: rear-end | s | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 60 |
6957 | hospitalisation | 2,011 | november | friday | 15 | hit object | single vehicle | 151.87952 | -27.480027 | gowrie-glencoe rd | null | null | glencoe | toowoomba region | 4,352 | goombungee | darling downs | southern | southern | southern queensland | gowrie (qld) | toowoomba | toowoomba | inner regional | condamine | groom | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | level | 607 | vehs on path: temporary object on cway | 21: other | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 50 |
6959 | hospitalisation | 2,011 | november | friday | 16 | hit object | single vehicle | 153.254203 | -27.547175 | wellington st | null | null | cleveland | redland city | 4,163 | cleveland | south brisbane | brisbane | seq south | metropolitan | cleveland | cleveland - stradbroke | brisbane - east | major cities | oodgeroo | bowman | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 708 | off path-straight: mounts traffic island | 16: off carriageway on straight hit object | n | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 60 |
6961 | hospitalisation | 2,011 | november | friday | 16 | angle | multi-vehicle | 153.16788 | -27.446827 | henry st | west ave | null | wynnum | brisbane city | 4,178 | wynnum | south brisbane | brisbane | seq south | metropolitan | wynnum | wynnum - manly | brisbane - east | major cities | lytton | bonner | locally-controlled | intersection - t-junction | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | level | 202 | vehs opposite approach: thru-right | 03: opposing vehicles turning | n | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 50 |
6993 | medical treatment | 2,011 | november | tuesday | 19 | angle | multi-vehicle | 153.042374 | -27.497786 | logan rd | o'keefe st | null | woolloongabba | brisbane city | 4,102 | dutton park | south brisbane | brisbane | seq south | metropolitan | woolloongabba | holland park - yeronga | brisbane - south | major cities | south brisbane | griffith | locally-controlled | intersection - roundabout | give way sign | 60 km/h | sealed - dry | clear | darkness - lighted | straight | level | 107 | vehs adjacent approach: thru-left | 01: intersection: adjacent approach | e | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 60 |
6994 | minor injury | 2,011 | november | monday | 22 | hit object | single vehicle | 152.550897 | -25.763142 | netherby rd | null | null | netherby | fraser coast region | 4,650 | tiaro | wide bay burnett | north coast | southern | southern queensland | maryborough region - south | maryborough | wide bay | inner regional | gympie | wide bay | locally-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | smoke/dust | darkness - not lighted | straight | dip | 607 | vehs on path: temporary object on cway | 21: other | n | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 110 |
6996 | hospitalisation | 2,011 | november | monday | 14 | hit pedestrian | hit pedestrian | 146.725117 | -19.343274 | glenrock dr | null | null | rasmussen | townsville city | 4,815 | kirwan | townsville | northern | northern | north queensland | condon - rasmussen | townsville | townsville | outer regional | thuringowa | herbert | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | level | 1 | pedn: near side vehicle hit from right | 12: pedestrian | e | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 11 | 0 | 0 | 50 |
6997 | hospitalisation | 2,011 | november | monday | 17 | hit object | single vehicle | 141.888704 | -12.687285 | wa tyne st | null | null | mission river | napranum aboriginal shire | 4,874 | weipa | far north | far northern | northern | north queensland | cape york | far north | queensland - outback | very remote | cook | leichhardt | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | level | 607 | vehs on path: temporary object on cway | 21: other | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 50 |
7022 | medical treatment | 2,011 | november | thursday | 17 | rear-end | multi-vehicle | 145.42516 | -17.007276 | mareeba - dimbulah rd | mareeba - dimbulah rd service rd | mareeba - dimbulah road | mareeba | mareeba shire | 4,880 | mareeba | far north | far northern | northern | north queensland | mareeba | tablelands (east) - kuranda | cairns | outer regional | cook | kennedy | state-controlled | intersection - t-junction | give way sign | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 302 | vehs same direction: left rear | 04: rear-end | w | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 50 |
7049 | minor injury | 2,011 | november | thursday | 23 | hit object | single vehicle | 153.175251 | -27.502111 | new cleveland rd | null | null | gumdale | brisbane city | 4,154 | capalaba | south brisbane | brisbane | seq south | metropolitan | belmont - gumdale | capalaba | brisbane - east | major cities | chatsworth | bonner | locally-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | darkness - not lighted | straight | level | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | s | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 90 |
7072 | hospitalisation | 2,011 | november | saturday | 5 | rear-end | multi-vehicle | 153.205508 | -27.535008 | capalaba - victoria point rd | neumann rd | capalaba - victoria point road | capalaba | redland city | 4,157 | capalaba | south brisbane | brisbane | seq south | metropolitan | capalaba | capalaba | brisbane - east | major cities | capalaba | bowman | state-controlled | intersection - cross | operating traffic lights | 70 km/h | sealed - dry | clear | dawn/dusk | straight | grade | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 5 | 1 | 70 |
7115 | medical treatment | 2,011 | november | wednesday | 15 | hit object | single vehicle | 153.127149 | -26.756504 | nicklin wy | null | nicklin way | wurtulla | sunshine coast region | 4,575 | kawana waters | sunshine coast | north coast | seq north | north coast | wurtulla - birtinya | caloundra | sunshine coast | major cities | kawana | fisher | state-controlled | bridge/causeway | no traffic control | 70 km/h | sealed - dry | clear | daylight | curved - view open | level | 804 | off path-curve: off cway lt bend hit obj | 19: off carriageway on curve hit object | n | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 70 |
7254 | hospitalisation | 2,011 | october | wednesday | 11 | hit object | single vehicle | 139.505797 | -20.697026 | activity rd | commercial rd | null | ryan | mount isa city | 4,825 | mount isa | mount isa | northern | northern | north queensland | mount isa | outback - north | queensland - outback | remote | traeger | kennedy | locally-controlled | intersection - t-junction | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | n | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 10 | 2 | 0 | 60 |
7268 | medical treatment | 2,011 | october | monday | 19 | hit object | single vehicle | 152.939834 | -27.442636 | school rd | null | null | the gap | brisbane city | 4,061 | the gap | north brisbane | brisbane | seq north | metropolitan | the gap | the gap - enoggera | brisbane - west | major cities | cooper | ryan | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - wet | clear | darkness - lighted | curved - view obscured | grade | 805 | off path-curve: out of control on cway | 20: out of control on curve | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 60 |
7360 | minor injury | 2,011 | september | sunday | 6 | hit object | single vehicle | 145.585864 | -16.826723 | boyles rd | null | null | kuranda | mareeba shire | 4,881 | kuranda | far north | far northern | northern | north queensland | kuranda | tablelands (east) - kuranda | cairns | outer regional | barron river | leichhardt | locally-controlled | no roadway feature | no traffic control | 70 km/h | sealed - dry | clear | dawn/dusk | curved - view open | grade | 803 | off path-curve: off cway rt bend hit obj | 19: off carriageway on curve hit object | s | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 6 | 1 | 70 |
7405 | medical treatment | 2,011 | september | wednesday | 7 | angle | multi-vehicle | 152.760199 | -27.634356 | turley st | waite st | null | ipswich | ipswich city | 4,305 | yamanto | ipswich | southern | seq south | metropolitan | ipswich - central | ipswich inner | ipswich | major cities | ipswich | blair | locally-controlled | intersection - t-junction | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 2 | 0 | 50 |
7407 | medical treatment | 2,011 | september | thursday | 7 | rear-end | multi-vehicle | 153.406521 | -28.048485 | markeri st | null | southport - burleigh road | clear island waters | gold coast city | 4,226 | broadbeach | gold coast | south eastern | seq south | south coast | clear island waters | robina | gold coast | major cities | surfers paradise | mcpherson | state-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 60 |
7514 | hospitalisation | 2,011 | october | wednesday | 8 | hit object | single vehicle | 145.705992 | -16.89402 | cairns western arterial rd | null | cairns western arterial road | redlynch | cairns region | 4,870 | cairns | far north | far northern | northern | north queensland | brinsmead | cairns - north | cairns | outer regional | cairns | leichhardt | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | daylight | straight | level | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | n | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 2 | 0 | 90 |
7580 | medical treatment | 2,011 | june | monday | 15 | rear-end | multi-vehicle | 153.073786 | -27.419122 | gerler rd | nudgee rd | null | hendra | brisbane city | 4,011 | hendra | north brisbane | brisbane | seq north | metropolitan | hendra | brisbane inner - north | brisbane inner city | major cities | clayfield | brisbane | locally-controlled | intersection - t-junction | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 60 |
7619 | hospitalisation | 2,011 | september | monday | 7 | rear-end | multi-vehicle | 153.069219 | -27.394826 | melton rd | null | null | northgate | brisbane city | 4,013 | hendra | north brisbane | brisbane | seq north | metropolitan | northgate - virginia | nundah | brisbane - north | major cities | nudgee | lilley | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 303 | vehs same direction: right rear | 04: rear-end | s | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 60 |
7629 | hospitalisation | 2,011 | august | tuesday | 10 | angle | multi-vehicle | 153.034854 | -27.520064 | cracknell rd | ekibin rd e | null | tarragindi | brisbane city | 4,121 | annerley | south brisbane | brisbane | seq south | metropolitan | annerley | holland park - yeronga | brisbane - south | major cities | miller | moreton | locally-controlled | intersection - roundabout | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 8 | 1 | 0 | 60 |
7638 | hospitalisation | 2,011 | november | friday | 1 | hit object | single vehicle | 149.466813 | -22.002451 | bruce hwy | null | bruce highway (st lawrence - mackay) | clairview | isaac region | 4,741 | carmila | mackay | central | central | central queensland | broadsound - nebo | bowen basin - north | mackay - isaac - whitsunday | remote | mirani | capricornia | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | darkness - not lighted | straight | level | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | s | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 110 |
7939 | hospitalisation | 2,011 | october | saturday | 18 | hit animal | other | 149.325221 | -23.631217 | fitzroy developmental rd | null | fitzroy developmental road (dingo - mount flora) | dingo | central highlands region | 4,702 | duaringa | capricornia | central | central | central queensland | central highlands - east | central highlands (qld) | central queensland | remote | gregory | flynn | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | darkness - not lighted | straight | level | 609 | pass & misc: hit animal | 14: hit animal | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 10 | 5 | 1 | 110 |
7940 | hospitalisation | 2,011 | october | saturday | 7 | overturned | single vehicle | 138.940544 | -18.014856 | doomadgee rd | null | null | lawn hill | burke shire | 4,825 | doomadgee | mount isa | northern | northern | north queensland | carpentaria | outback - north | queensland - outback | very remote | traeger | kennedy | locally-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | straight | level | 702 | off path-straight: right off cway | 15: off carriageway on straight | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 5 | 1 | 110 |
7956 | minor injury | 2,011 | october | wednesday | 17 | angle | multi-vehicle | 152.375068 | -27.650492 | blenheim rd | lakes dr | null | laidley heights | lockyer valley region | 4,341 | laidley | darling downs | southern | seq south | southern queensland | lockyer valley - east | ipswich hinterland | ipswich | inner regional | lockyer | wright | locally-controlled | intersection - t-junction | no traffic control | 60 km/h | sealed - dry | clear | daylight | curved - view open | level | 308 | vehs same direction: right turn s/swipe | 06: parallel lanes turning | w | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 2 | 0 | 60 |
7991 | hospitalisation | 2,011 | october | wednesday | 14 | overturned | single vehicle | 148.741123 | -27.794173 | carnarvon hwy | null | carnarvon highway (st george - surat) | st george | balonne shire | 4,487 | saint george | south west | southern | southern | southern queensland | balonne | darling downs (west) - maranoa | darling downs - maranoa | remote | warrego | maranoa | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | straight | level | 702 | off path-straight: right off cway | 15: off carriageway on straight | n | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 10 | 2 | 0 | 110 |
8033 | medical treatment | 2,011 | september | saturday | 18 | hit object | single vehicle | 152.663504 | -25.564373 | bruce hwy | null | bruce highway (gympie - maryborough) | tinana | fraser coast region | 4,650 | maryborough | wide bay burnett | north coast | southern | southern queensland | tinana | maryborough | wide bay | inner regional | maryborough | wide bay | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | dawn/dusk | curved - view open | grade | 804 | off path-curve: off cway lt bend hit obj | 19: off carriageway on curve hit object | n | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 5 | 1 | 90 |
8168 | medical treatment | 2,011 | october | sunday | 17 | hit object | single vehicle | 152.975531 | -27.577877 | freeman rd | null | null | oxley | brisbane city | 4,075 | inala | south brisbane | brisbane | seq south | metropolitan | oxley (qld) | forest lake - oxley | ipswich | major cities | inala | oxley | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | w | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 6 | 1 | 60 |
8171 | hospitalisation | 2,011 | october | sunday | 10 | angle | multi-vehicle | 152.738256 | -27.664953 | cunningham hwy ramp fd | ipswich - boonah rd | cunningham highway (ipswich - warwick) | purga | ipswich city | 4,306 | yamanto | ipswich | southern | seq south | metropolitan | ripley | ipswich inner | ipswich | major cities | ipswich | blair | state-controlled | intersection - interchange | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | w | 0 | 2 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 6 | 1 | 60 |
8213 | hospitalisation | 2,011 | october | thursday | 22 | hit object | single vehicle | 153.384189 | -28.08111 | robina parkway | null | null | robina | gold coast city | 4,226 | robina | gold coast | south eastern | seq south | south coast | robina | robina | gold coast | major cities | mudgeeraba | mcpherson | locally-controlled | no roadway feature | no traffic control | 70 km/h | sealed - wet | raining | darkness - lighted | straight | grade | 708 | off path-straight: mounts traffic island | 16: off carriageway on straight hit object | e | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 3 | 0 | 70 |
8226 | medical treatment | 2,011 | october | monday | 4 | hit animal | other | 145.629436 | -16.820326 | kennedy hwy | null | kennedy highway (cairns - mareeba) | kuranda | mareeba shire | 4,881 | kuranda | far north | far northern | northern | north queensland | kuranda | tablelands (east) - kuranda | cairns | outer regional | barron river | leichhardt | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | darkness - not lighted | straight | level | 609 | pass & misc: hit animal | 14: hit animal | e | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 10 | 0 | 0 | 90 |
8232 | medical treatment | 2,011 | october | monday | 8 | angle | multi-vehicle | 153.035186 | -27.491654 | ipswich rd | qualtrough st | null | woolloongabba | brisbane city | 4,102 | dutton park | south brisbane | brisbane | seq south | metropolitan | woolloongabba | holland park - yeronga | brisbane - south | major cities | south brisbane | griffith | locally-controlled | intersection - t-junction | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 408 | vehs manoeuvring: entering from footway | 08: vehicle leaving driveway | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 10 | 0 | 0 | 60 |
8245 | hospitalisation | 2,011 | september | thursday | 13 | head-on | multi-vehicle | 151.805852 | -26.839961 | kingaroy - cooyar rd | null | kingaroy - cooyar road | maidenwell | south burnett region | 4,615 | nanango | darling downs | southern | southern | southern queensland | nanango | burnett | wide bay | outer regional | nanango | maranoa | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - wet | clear | daylight | curved - view open | grade | 201 | vehs opposite approach: head on | 02: head-on | n | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 9 | 3 | 0 | 90 |
8250 | hospitalisation | 2,011 | october | friday | 14 | hit object | single vehicle | 152.751583 | -27.580711 | warrego hwy ramp cd | null | warrego highway (ipswich - toowoomba) | brassall | ipswich city | 4,305 | karana downs | ipswich | southern | seq south | metropolitan | brassall | ipswich inner | ipswich | major cities | ipswich west | blair | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | straight | grade | 703 | off path-straight: left off cway hit obj | 16: off carriageway on straight hit object | w | 0 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 4 | 0 | 110 |
8271 | medical treatment | 2,011 | september | friday | 8 | angle | multi-vehicle | 152.989562 | -27.305869 | brisbane - woodford rd | null | brisbane - woodford road | strathpine | moreton bay region | 4,500 | petrie | moreton | north coast | seq north | north coast | strathpine - brendale | strathpine | moreton bay - south | major cities | pine rivers | dickson | state-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 309 | vehs same direction: left turn s/swipe | 06: parallel lanes turning | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 4 | 0 | 60 |
8273 | minor injury | 2,011 | september | saturday | 16 | hit parked vehicle | single vehicle | 153.195439 | -27.541169 | wentworth dr | null | null | capalaba | redland city | 4,157 | capalaba | south brisbane | brisbane | seq south | metropolitan | capalaba | capalaba | brisbane - east | major cities | capalaba | bowman | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | curved - view obscured | level | 803 | off path-curve: off cway rt bend hit obj | 19: off carriageway on curve hit object | e | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 5 | 1 | 60 |
8302 | minor injury | 2,011 | september | tuesday | 8 | rear-end | multi-vehicle | 151.965737 | -27.564962 | mary st | null | null | east toowoomba | toowoomba region | 4,350 | toowoomba | darling downs | southern | southern | southern queensland | toowoomba - east | toowoomba | toowoomba | inner regional | toowoomba north | groom | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | grade | 301 | vehs same direction: rear end | 04: rear-end | s | 0 | 0 | 0 | 1 | 1 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 60 |
8304 | hospitalisation | 2,011 | september | tuesday | 8 | angle | multi-vehicle | 151.247405 | -23.845903 | dudley st | rossella st | null | west gladstone | gladstone region | 4,680 | gladstone | capricornia | central | central | central queensland | west gladstone | gladstone | central queensland | inner regional | gladstone | flynn | locally-controlled | intersection - t-junction | give way sign | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | n | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 0 | 50 |
8305 | hospitalisation | 2,011 | september | wednesday | 12 | angle | multi-vehicle | 152.957522 | -26.628784 | mitchell st | null | null | nambour | sunshine coast region | 4,560 | nambour | sunshine coast | north coast | seq north | north coast | nambour | nambour | sunshine coast | major cities | nicklin | fairfax | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 406 | vehs manoeuvring: leaving driveway | 08: vehicle leaving driveway | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 9 | 2 | 0 | 50 |
10703 | medical treatment | 2,011 | october | saturday | 9 | rear-end | multi-vehicle | 153.004217 | -27.184698 | deception bay rd | zammit st | deception bay road | deception bay | moreton bay region | 4,508 | deception bay | moreton | north coast | seq north | north coast | deception bay | narangba - burpengary | moreton bay - north | major cities | bancroft | petrie | state-controlled | intersection - t-junction | no traffic control | 80 - 90 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 5 | 1 | 90 |
10871 | medical treatment | 2,011 | october | monday | 15 | rear-end | multi-vehicle | 153.394 | -27.994215 | benowa rd | null | null | ashmore | gold coast city | 4,214 | southport | gold coast | south eastern | seq south | south coast | ashmore | southport | gold coast | major cities | southport | moncrieff | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | dip | 301 | vehs same direction: rear end | 04: rear-end | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 60 |
10877 | hospitalisation | 2,012 | february | sunday | 6 | hit pedestrian | hit pedestrian | 152.578102 | -27.471823 | main st | null | null | lowood | somerset region | 4,311 | lowood | ipswich | southern | seq north | north coast | lowood | ipswich hinterland | ipswich | inner regional | lockyer | blair | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | dawn/dusk | straight | level | 5 | pedn: hit walking with traffic | 12: pedestrian | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 2 | 6 | 1 | 50 |
11050 | medical treatment | 2,011 | november | friday | 17 | rear-end | multi-vehicle | 153.063119 | -27.381799 | sandgate sub-art rd on ramp | sandgate sub-arterial rd | sandgate sub-arterial road | virginia | brisbane city | 4,014 | boondall | north brisbane | brisbane | seq north | metropolitan | northgate - virginia | nundah | brisbane - north | major cities | nudgee | lilley | state-controlled | intersection - interchange | give way sign | 60 km/h | sealed - dry | clear | dawn/dusk | curved - view obscured | level | 301 | vehs same direction: rear end | 04: rear-end | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 60 |
11528 | medical treatment | 2,011 | november | wednesday | 13 | angle | multi-vehicle | 152.536017 | -27.473189 | brightview rd | forest hill - fernvale rd | forest hill - fernvale road | rifle range | somerset region | 4,311 | lowood | ipswich | southern | seq north | north coast | lowood | ipswich hinterland | ipswich | inner regional | lockyer | blair | state-controlled | intersection - t-junction | give way sign | 80 - 90 km/h | sealed - dry | clear | daylight | curved - view obscured | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | n | 0 | 0 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 90 |
11531 | medical treatment | 2,011 | november | wednesday | 6 | angle | multi-vehicle | 151.906138 | -27.543154 | carroll st | industrial ave | null | wilsonton | toowoomba region | 4,350 | toowoomba | darling downs | southern | southern | southern queensland | wilsonton | toowoomba | toowoomba | inner regional | toowoomba north | groom | locally-controlled | intersection - cross | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 101 | vehs adjacent approach: thru-thru | 01: intersection: adjacent approach | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 60 |
11572 | medical treatment | 2,011 | october | sunday | 6 | angle | multi-vehicle | 149.214158 | -21.423421 | brandon st | marlborough - sarina rd | marlborough - sarina road | sarina | mackay region | 4,737 | sarina | mackay | central | central | central queensland | sarina | mackay | mackay - isaac - whitsunday | outer regional | mirani | capricornia | state-controlled | intersection - t-junction | give way sign | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view open | crest | 105 | vehs adjacent approach: right-right | 01: intersection: adjacent approach | s | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 10 | 6 | 1 | 50 |
14713 | hospitalisation | 2,011 | november | tuesday | 14 | hit object | single vehicle | 150.075845 | -24.983395 | eidsvold - theodore rd | null | eidsvold - theodore road | lonesome creek | banana shire | 4,719 | theodore | capricornia | central | central | central queensland | banana | biloela | central queensland | outer regional | callide | flynn | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | curved - view open | level | 803 | off path-curve: off cway rt bend hit obj | 19: off carriageway on curve hit object | n | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 110 |
27254 | medical treatment | 2,012 | march | thursday | 9 | angle | multi-vehicle | 152.956555 | -26.662517 | old palmwoods rd | reids rd | null | west woombye | sunshine coast region | 4,559 | palmwoods | sunshine coast | north coast | seq north | north coast | nambour | nambour | sunshine coast | major cities | nicklin | fairfax | locally-controlled | intersection - t-junction | stop sign | 60 km/h | sealed - dry | clear | daylight | curved - view obscured | crest | 105 | vehs adjacent approach: right-right | 01: intersection: adjacent approach | e | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 60 |
27279 | medical treatment | 2,011 | november | thursday | 17 | angle | multi-vehicle | 150.309788 | -28.547394 | goondiwindi connection rd | pratten st | goondiwindi connection road | goondiwindi | goondiwindi region | 4,390 | goondiwindi | darling downs | southern | southern | southern queensland | goondiwindi | darling downs (west) - maranoa | darling downs - maranoa | outer regional | southern downs | maranoa | state-controlled | intersection - cross | give way sign | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | w | 0 | 0 | 1 | 2 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 50 |
27503 | hospitalisation | 2,011 | november | tuesday | 21 | hit object | single vehicle | 151.987668 | -27.570094 | toowoomba connection rd | null | toowoomba connection road | redwood | toowoomba region | 4,350 | toowoomba | darling downs | southern | southern | southern queensland | toowoomba - east | toowoomba | toowoomba | inner regional | toowoomba north | groom | state-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | darkness - not lighted | curved - view obscured | grade | 804 | off path-curve: off cway lt bend hit obj | 19: off carriageway on curve hit object | e | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 60 |
27560 | medical treatment | 2,011 | november | friday | 16 | angle | multi-vehicle | 153.040385 | -27.453802 | chester st | croft la | null | newstead | brisbane city | 4,006 | fortitude valley | north brisbane | brisbane | seq north | metropolitan | newstead - bowen hills | brisbane inner - north | brisbane inner city | major cities | mcconnel | brisbane | locally-controlled | intersection - t-junction | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | s | 0 | 0 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 60 |
27565 | medical treatment | 2,011 | november | friday | 10 | angle | multi-vehicle | 153.003731 | -27.469099 | baroona rd | milton rd | null | milton | brisbane city | 4,064 | brisbane city | north brisbane | brisbane | seq north | metropolitan | paddington - milton | brisbane inner - west | brisbane inner city | major cities | cooper | brisbane | locally-controlled | intersection - cross | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | dip | 101 | vehs adjacent approach: thru-thru | 01: intersection: adjacent approach | s | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 4 | 0 | 60 |
27691 | medical treatment | 2,011 | december | thursday | 12 | hit object | single vehicle | 152.888452 | -27.367194 | strathpine - samford rd | null | strathpine - samford road | samford valley | moreton bay region | 4,520 | ferny grove | north brisbane | brisbane | seq north | north coast | samford valley | the hills district | moreton bay - south | major cities | pine rivers | dickson | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - wet | raining | daylight | curved - view open | grade | 803 | off path-curve: off cway rt bend hit obj | 19: off carriageway on curve hit object | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 12 | 3 | 0 | 90 |
27705 | minor injury | 2,011 | november | saturday | 13 | rear-end | multi-vehicle | 153.029809 | -27.468154 | creek st | eagle st | null | brisbane city | brisbane city | 4,000 | brisbane city | north brisbane | brisbane | seq north | metropolitan | brisbane city | brisbane inner | brisbane inner city | major cities | mcconnel | brisbane | locally-controlled | intersection - t-junction | operating traffic lights | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 303 | vehs same direction: right rear | 04: rear-end | s | 0 | 0 | 0 | 1 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 5 | 1 | 50 |
27894 | medical treatment | 2,011 | november | monday | 7 | angle | multi-vehicle | 153.044637 | -27.492223 | deshon st | norman st | null | woolloongabba | brisbane city | 4,102 | dutton park | south brisbane | brisbane | seq south | metropolitan | east brisbane | brisbane inner - east | brisbane inner city | major cities | south brisbane | griffith | locally-controlled | intersection - t-junction | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 102 | vehs adjacent approach: right-thru | 01: intersection: adjacent approach | e | 0 | 0 | 2 | 1 | 3 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 | 0 | 60 |
27900 | medical treatment | 2,011 | november | saturday | 9 | sideswipe | multi-vehicle | 153.03092 | -27.438831 | lutwyche rd | null | null | windsor | brisbane city | 4,030 | stafford | north brisbane | brisbane | seq north | metropolitan | windsor | brisbane inner - north | brisbane inner city | major cities | clayfield | brisbane | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 307 | vehs same direction: lane change left | 05: lane change | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 5 | 1 | 60 |
27902 | medical treatment | 2,011 | november | sunday | 16 | angle | multi-vehicle | 153.129802 | -27.067284 | caboolture - bribie island rd | null | caboolture - bribie island road | sandstone point | moreton bay region | 4,511 | bribie island | moreton | north coast | seq north | north coast | beachmere - sandstone point | bribie - beachmere | moreton bay - north | major cities | pumicestone | longman | state-controlled | no roadway feature | no traffic control | 80 - 90 km/h | sealed - dry | clear | daylight | curved - view open | level | 308 | vehs same direction: right turn s/swipe | 06: parallel lanes turning | w | 0 | 0 | 1 | 1 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 6 | 1 | 90 |
27904 | hospitalisation | 2,011 | november | sunday | 10 | hit pedestrian | hit pedestrian | 142.222559 | -10.583342 | douglas st | null | thursday island road | thursday island | torres shire | 4,875 | thursday island | far north | far northern | northern | north queensland | torres | far north | queensland - outback | very remote | cook | leichhardt | state-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 3 | pedn: far side vehicle hit from left | 12: pedestrian | w | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 11 | 6 | 1 | 50 |
28006 | hospitalisation | 2,011 | november | tuesday | 9 | fall from vehicle | single vehicle | 152.219868 | -27.548864 | warrego hwy | null | warrego highway (ipswich - toowoomba) | ringwood | lockyer valley region | 4,343 | gatton | darling downs | southern | seq south | southern queensland | lockyer valley - west | toowoomba | toowoomba | inner regional | lockyer | wright | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | straight | level | 705 | off path-straight: out of control on cway | 17: out of control on straight | e | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 110 |
28014 | hospitalisation | 2,013 | november | wednesday | 7 | rear-end | multi-vehicle | 150.689546 | -23.169316 | cobraball rd | rockhampton - yeppoon rd | null | bondoola | livingstone shire | 4,703 | yeppoon | capricornia | central | central | central queensland | rockhampton region - north | rockhampton | central queensland | inner regional | keppel | capricornia | locally-controlled | intersection - t-junction | give way sign | 80 - 90 km/h | sealed - dry | clear | daylight | straight | level | 302 | vehs same direction: left rear | 04: rear-end | s | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 2 | 0 | 90 |
28392 | hospitalisation | 2,011 | november | thursday | 6 | angle | multi-vehicle | 153.053177 | -27.215891 | gynther rd | redcliffe rd | redcliffe road | rothwell | moreton bay region | 4,022 | redcliffe | moreton | north coast | seq north | north coast | rothwell - kippa-ring | redcliffe | moreton bay - north | major cities | murrumba | petrie | state-controlled | intersection - t-junction | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 104 | vehs adjacent approach: thru-right | 01: intersection: adjacent approach | s | 0 | 2 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 3 | 0 | 60 |
28435 | hospitalisation | 2,011 | november | tuesday | 11 | hit object | single vehicle | 153.089192 | -27.406105 | gateway art rd on ramp | null | null | brisbane airport | brisbane city | 4,008 | hendra | north brisbane | brisbane | seq north | metropolitan | brisbane airport | nundah | brisbane - north | major cities | clayfield | lilley | locally-controlled | intersection - interchange | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | curved - view obscured | grade | 804 | off path-curve: off cway lt bend hit obj | 19: off carriageway on curve hit object | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 50 |
28612 | medical treatment | 2,012 | april | saturday | 13 | rear-end | multi-vehicle | 152.989999 | -27.488169 | jephson st | moggill rd | null | toowong | brisbane city | 4,066 | indooroopilly | north brisbane | brisbane | seq north | metropolitan | toowong | brisbane inner - west | brisbane inner city | major cities | maiwar | ryan | locally-controlled | intersection - cross | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | grade | 301 | vehs same direction: rear end | 04: rear-end | e | 0 | 0 | 2 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 5 | 1 | 60 |
28613 | medical treatment | 2,012 | may | thursday | 17 | rear-end | multi-vehicle | 153.429061 | -28.01941 | gold coast hwy | null | null | broadbeach | gold coast city | 4,218 | broadbeach | gold coast | south eastern | seq south | south coast | mermaid beach - broadbeach | broadbeach - burleigh | gold coast | major cities | surfers paradise | moncrieff | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | n | 0 | 0 | 2 | 2 | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 50 |
28631 | minor injury | 2,011 | november | wednesday | 15 | hit pedestrian | hit pedestrian | 152.387939 | -24.893218 | bundaberg ring rd | null | bundaberg ring road | woongarra | bundaberg region | 4,670 | bundaberg | wide bay burnett | north coast | southern | southern queensland | bargara - burnett heads | bundaberg | wide bay | inner regional | burnett | hinkler | state-controlled | no roadway feature | road/rail worker | 80 - 90 km/h | sealed - dry | clear | daylight | straight | level | 4 | pedn: play; work; stand; lie on cway | 12: pedestrian | e | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 11 | 2 | 0 | 90 |
28821 | hospitalisation | 2,011 | november | tuesday | 8 | angle | multi-vehicle | 150.511026 | -23.37712 | bolsover st | rockhampton - yeppoon rd | rockhampton - yeppoon road | rockhampton city | rockhampton region | 4,700 | rockhampton | capricornia | central | central | central queensland | rockhampton city | rockhampton | central queensland | inner regional | rockhampton | capricornia | state-controlled | intersection - cross | operating traffic lights | 60 km/h | sealed - dry | clear | daylight | straight | level | 202 | vehs opposite approach: thru-right | 03: opposing vehicles turning | n | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 11 | 1 | 0 | 60 |
42404 | hospitalisation | 2,011 | april | sunday | 3 | hit pedestrian | hit pedestrian | 153.090005 | -26.396471 | sunshine beach rd | null | null | noosa heads | noosa shire | 4,567 | noosa heads | sunshine coast | north coast | seq north | north coast | noosa heads | noosa | sunshine coast | major cities | noosa | wide bay | locally-controlled | no roadway feature | no traffic control | 0 - 50 km/h | sealed - dry | clear | darkness - lighted | straight | level | 4 | pedn: play; work; stand; lie on cway | 12: pedestrian | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 4 | 6 | 1 | 50 |
42411 | medical treatment | 2,011 | march | wednesday | 14 | rear-end | multi-vehicle | 146.764418 | -19.297927 | elizabeth st | null | ross river road | aitkenvale | townsville city | 4,814 | mundingburra | townsville | northern | northern | north queensland | aitkenvale | townsville | townsville | outer regional | mundingburra | herbert | state-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 301 | vehs same direction: rear end | 04: rear-end | n | 0 | 0 | 1 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 60 |
42422 | hospitalisation | 2,011 | september | monday | 8 | hit object | single vehicle | 151.287595 | -23.941069 | gladstone - benaraby rd | null | gladstone - benaraby road | oconnell | gladstone region | 4,680 | gladstone | capricornia | central | central | central queensland | telina - toolooa | gladstone | central queensland | inner regional | gladstone | flynn | state-controlled | no roadway feature | no traffic control | 100 - 110 km/h | sealed - dry | clear | daylight | curved - view open | level | 803 | off path-curve: off cway rt bend hit obj | 19: off carriageway on curve hit object | n | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 110 |
42425 | hospitalisation | 2,011 | april | monday | 17 | hit pedestrian | hit pedestrian | 152.8717 | -27.64613 | redbank plains rd | null | null | redbank plains | ipswich city | 4,301 | goodna | ipswich | southern | seq south | metropolitan | redbank plains | springfield - redbank | ipswich | major cities | bundamba | oxley | locally-controlled | no roadway feature | no traffic control | 60 km/h | sealed - wet | raining | darkness - lighted | straight | level | 1 | pedn: near side vehicle hit from right | 12: pedestrian | n | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 4 | 0 | 0 | 60 |
42432 | hospitalisation | 2,011 | july | tuesday | 17 | rear-end | multi-vehicle | 151.949073 | -27.568255 | james st | water st | toowoomba connection road | toowoomba city | toowoomba region | 4,350 | toowoomba | darling downs | southern | southern | southern queensland | toowoomba - central | toowoomba | toowoomba | inner regional | toowoomba north | groom | state-controlled | intersection - cross | no traffic control | 60 km/h | sealed - dry | clear | darkness - lighted | straight | level | 303 | vehs same direction: right rear | 04: rear-end | w | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 7 | 1 | 0 | 60 |
42437 | hospitalisation | 2,011 | june | tuesday | 13 | hit pedestrian | hit pedestrian | 152.665843 | -26.198223 | bruce hwy | null | cooroy - gympie road | gympie | gympie region | 4,570 | gympie | wide bay burnett | north coast | southern | southern queensland | gympie - north | gympie - cooloola | wide bay | inner regional | gympie | wide bay | state-controlled | no roadway feature | no traffic control | 60 km/h | sealed - dry | clear | daylight | straight | level | 1 | pedn: near side vehicle hit from right | 12: pedestrian | s | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 6 | 1 | 0 | 60 |
42440 | medical treatment | 2,011 | june | sunday | 16 | angle | multi-vehicle | 153.101827 | -27.431331 | holt st | lavarack ave | null | pinkenba | brisbane city | 4,008 | hendra | north brisbane | brisbane | seq north | metropolitan | eagle farm - pinkenba | nundah | brisbane - north | major cities | clayfield | lilley | locally-controlled | intersection - roundabout | give way sign | 60 km/h | sealed - dry | clear | daylight | straight | level | 102 | vehs adjacent approach: right-thru | 01: intersection: adjacent approach | s | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | 6 | 1 | 60 |
QLD Traffic Crashes (Cleaned)
Cleaned, ML-ready Queensland road-crash data — one row per reported crash, 2011–2024, with 33 pre-/at-crash features and a 4-class severity target. Suitable for training severity and binary-fatal classifiers, road-safety descriptive analysis, and teaching tabular ML on public-good data.
Source attribution
© State of Queensland (Department of Transport and Main Roads) 2026. Licensed CC-BY 4.0. Source: data.qld.gov.au, dataset 'Crash data from Queensland roads', version rqC45037 (2025-06), retrieved 2026-04-30.
Retrieval date: 2026-04-30. Dataset version: rqC45037.
Quick start
from datasets import load_dataset
ds = load_dataset("Mattysmittttt/qld-traffic-crashes-clean")
print(ds)
# DatasetDict({
# train: Dataset(...),
# validation: Dataset(...),
# test: Dataset(...),
# })
df_train = ds["train"].to_pandas()
Splits — temporal, not random
Random splits leak future information into training and inflate test metrics on data with temporal structure (vehicle safety, infrastructure, and recording practices all change over time). We hold out the most recent complete year as test:
- train: 2011–2022, n = 152,842
- validation: 2023, n = 13,622
- test: 2024, n = 14,358
Pre-2011 rows from the raw source are not included in the modelling slice because Property-Damage-Only crashes stopped being recorded after 2010-12-31 (so the class distribution is incompatible).
Cleaning applied
From the raw 415,407 rows we drop:
- 87,808 rows total: PDO crashes, plus rows with missing or out-of-QLD coordinates.
- 0 rows for duplicate
crash_id(the source is already deduplicated).
We then:
- Lowercase + strip every categorical string; collapse
Unknown,Not coded, blank tokens to NaN. - Coerce numeric columns from text (
crash_year,crash_hour, coordinates, casualty counts, vehicle counts). - Convert the bucketed
crash_speed_limitstrings to ordinal km/h (50/60/70/90/110); the original bucket string is preserved ascrash_speed_limit_bandfor transparency. - Derive
is_weekendfrom the day-of-week field.
Class distribution per split
| split | n | fatal | hospitalisation | medical treatment | minor injury |
|---|---|---|---|---|---|
| train | 152,842 | 2,806 (1.84%) | 66,547 (43.54%) | 62,889 (41.15%) | 20,600 (13.48%) |
| validation | 13,622 | 260 (1.91%) | 6,719 (49.32%) | 4,514 (33.14%) | 2,129 (15.63%) |
| test | 14,358 | 273 (1.90%) | 7,051 (49.11%) | 4,409 (30.71%) | 2,625 (18.28%) |
Fatal crashes are ~1.85% of the modelling rows — a familiar but challenging imbalance. The fatal-vs-not binary task is the natural complement to the multi-class severity task.
Schema
Every column on the cleaned dataset, with its role for downstream
modelling. The crashrisk-qld-severity and crashrisk-qld-fatal models
train on rows × the ✅ feature columns only; 🚫 LEAKAGE columns
are kept on the dataset (so the schema is self-documenting) but never
reach a training feature matrix — tests/test_no_leakage.py enforces
that.
| column | dtype | role | missing % | n_unique (train) |
|---|---|---|---|---|
crash_id |
str | 🆔 identifier (dedup only) | 0.00% | 152,842 |
crash_severity |
string | 🎯 target (multiclass severity) — 🚫 leakage as a feature | 0.00% | 4 |
crash_year |
int64 | ✅ feature | 0.00% | 12 |
crash_month |
string | ✅ feature | 0.00% | 12 |
crash_day_of_week |
string | ✅ feature | 0.00% | 7 |
crash_hour |
int64 | ✅ feature | 0.00% | 24 |
crash_nature |
string | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 15 |
crash_type |
string | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 4 |
crash_longitude |
float64 | ✅ feature | 0.00% | 127,660 |
crash_latitude |
float64 | ✅ feature | 0.00% | 127,804 |
crash_street |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 15,220 |
crash_street_intersecting |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 57.08% | 9,408 |
state_road_name |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 53.09% | 619 |
loc_suburb |
string | ✅ feature | 0.00% | 2,869 |
loc_local_government_area |
string | ✅ feature | 0.00% | 78 |
loc_post_code |
float64 | ✅ feature | 0.00% | 445 |
loc_police_division |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 337 |
loc_police_district |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 15 |
loc_police_region |
string | ✅ feature | 0.00% | 7 |
loc_queensland_transport_region |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 5 |
loc_main_roads_region |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 6 |
loc_abs_statistical_area_2 |
string | ✅ feature | 0.00% | 527 |
loc_abs_statistical_area_3 |
string | ✅ feature | 0.00% | 82 |
loc_abs_statistical_area_4 |
string | ✅ feature | 0.00% | 19 |
loc_abs_remoteness |
string | ✅ feature | 0.00% | 5 |
loc_state_electorate |
string | ✅ feature | 0.00% | 93 |
loc_federal_electorate |
string | ✅ feature | 0.00% | 30 |
crash_controlling_authority |
string | ✅ feature | 0.08% | 2 |
crash_roadway_feature |
string | ✅ feature | 0.00% | 15 |
crash_traffic_control |
string | ✅ feature | 0.00% | 16 |
crash_speed_limit_band |
string | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 5 |
crash_road_surface_condition |
string | ✅ feature | 0.00% | 4 |
crash_atmospheric_condition |
string | ✅ feature | 0.00% | 4 |
crash_lighting_condition |
string | ✅ feature | 0.00% | 4 |
crash_road_horiz_align |
string | ✅ feature | 0.00% | 3 |
crash_road_vert_align |
string | ✅ feature | 0.00% | 4 |
crash_dca_code |
float64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 87 |
crash_dca_description |
string | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 87 |
crash_dca_group_description |
string | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 22 |
dca_key_approach_dir |
string | 🚫 LEAKAGE — excluded from training feature matrix | 2.25% | 6 |
count_casualty_fatality |
int64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 6 |
count_casualty_hospitalised |
int64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 15 |
count_casualty_medicallytreated |
int64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 15 |
count_casualty_minorinjury |
int64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 11 |
count_casualty_total |
int64 | 🚫 LEAKAGE — excluded from training feature matrix | 0.00% | 21 |
count_unit_car |
int64 | ✅ feature | 0.00% | 12 |
count_unit_motorcycle_moped |
int64 | ✅ feature | 0.00% | 6 |
count_unit_truck |
int64 | ✅ feature | 0.00% | 5 |
count_unit_bus |
int64 | ✅ feature | 0.00% | 4 |
count_unit_bicycle |
int64 | ✅ feature | 0.00% | 7 |
count_unit_pedestrian |
int64 | ✅ feature | 0.00% | 7 |
count_unit_other |
int64 | ✅ feature | 0.00% | 5 |
crash_month_num |
Int8 | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 12 |
crash_day_of_week_num |
Int8 | ⊘ kept on dataset, excluded from features (high cardinality / redundant) | 0.00% | 7 |
is_weekend |
boolean | ✅ feature | 0.00% | 2 |
crash_speed_limit |
Int16 | ✅ feature | 0.00% | 5 |
Limitations
- Reported crashes only. Under-reporting is differential: minor injuries are more likely to go unreported than fatal crashes, and remote regions report less consistently than urban.
- Class imbalance. Fatal ~1.85%; metrics that don't account for this (raw accuracy) are misleading. Use macro-F1 / PR-AUC.
- Geographic precision varies. Some rows have only suburb-level location; others have full lat/lon. We drop rows where lat/lon is missing or outside the QLD bounding box.
- Temporal drift. A 2011–2024 span includes meaningful changes in vehicle safety standards, infrastructure, and recording practices. Predictions for 2025+ should be taken with appropriate scepticism.
- Severity-label vocabulary mismatch with the upstream casualties aggregate. The locations table uses Fatal / Hospitalisation / Medical treatment / Minor injury / Property damage only; the casualties aggregate uses Fatality / Hospitalised / Medically treated / Minor injury. We do not join the tables, but downstream users should be aware.
Companion artifacts
- Severity classifier: Mattysmittttt/crashrisk-qld-severity
- Fatal binary classifier: Mattysmittttt/crashrisk-qld-fatal
- Interactive demo (Gradio Space): Mattysmittttt/crashrisk-qld-demo
Citation
@dataset{crashrisk_qld_clean_2026,
title = {QLD Traffic Crashes (Cleaned)},
author = {Mattysmittttt},
year = {2026},
publisher = {Hugging Face},
version = {1.0.0 (source: rqC45037)},
url = {https://huggingface.co/datasets/Mattysmittttt/qld-traffic-crashes-clean},
note = {Derived from Queensland Department of Transport and Main Roads, 'Crash data from Queensland roads', version rqC45037 (2025-06). Licensed CC-BY 4.0.}
}
License
Cleaned dataset released under CC-BY 4.0, matching the upstream source license. Attribution must be preserved on any derivative work.
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