Datasets:

AroshN
/

priority-dataset

ticket_id stringlengths 10 10	vehicle_type stringclasses 14 values	vehicle_age int64 0 23	mileage_km int64 5k 611k	issue_category stringclasses 16 values	issue_description stringlengths 46 174	sensor_alert stringclasses 14 values	downtime_hours float64 0.2 72	maintenance_overdue_days int64 0 161	previous_failures int64 0 10	operating_environment stringclasses 10 values	weather_condition stringclasses 10 values	severity_score float64 1 100	priority stringclasses 3 values	clean_issue_description stringlengths 22 134	combined_text stringlengths 31 168
TKT-075722	Truck	10	269,385	Electrical	Repeated loose connector under load; high chance of service interruption	Brake system warning	39.1	61	1	Mining	Dusty	84.43	High	repeat loos connector load high chanc servic interrupt	repeat loos connector load high chanc servic interrupt electrical brake system warning
TKT-080185	Van	4	210,162	Hydraulic	Driver reported lift arm slow with reduced control or performance. Urgent inspection needed	Check engine light	17.2	11	6	Industrial Zone	Dusty	85	High	driver report lift arm slow reduc control perform urgent inspect need	driver report lift arm slow reduc control perform urgent inspect need hydraulic check engine light
TKT-019865	Ambulance	5	177,940	Tire	Ambulance has low tire pressure; not affecting daily operation	null	2.5	0	0	Warehouse	Humid	30.53	Low	ambul low tire pressur affect daili oper	ambul low tire pressur affect daili oper tire none
TKT-076700	Mini Truck	4	124,805	Brake	driver reported longer stopping distance with reduced control or performance. urgent inspection needed	Oil pressure warning	24.3	61	2	Rural	Normal	85.66	High	driver report longer stop distanc reduc control perform urgent inspect need	driver report longer stop distanc reduc control perform urgent inspect need brake oil pressure warning
TKT-092992	Loader	10	196,125	Cooling	Safety related issue with steam from hood. remove from operation until inspected	Steering assist warning	14.4	60	1	Industrial Zone	Normal	86.29	High	safeti relat issu steam hood remov oper inspect	safeti relat issu steam hood remov oper inspect cooling steering assist warning
TKT-076435	Excavator	11	310,238	Brake	Safety related issue with grinding noise. Remove from operation until inspected	Brake system warning	41.9	72	3	Warehouse	Rainy	99.91	High	safeti relat issu grind nois remov oper inspect	safeti relat issu grind nois remov oper inspect brake brake system warning
TKT-084005	Pickup	13	325,261	Steering	Safety related issue with power steering leak. Remove from operation until inspected?	Coolant temperature high	41	69	2	Industrial Zone	Flooded	81.34	High	safeti relat issu power steer leak remov oper inspect	safeti relat issu power steer leak remov oper inspect steering coolant temperature high
TKT-080918	Van	6	133,590	Cooling	driver reported coolant leak with reduced control or performance. urgent inspection needed	Hydraulic pressure low	24.1	29	3	Industrial Zone	Rainy	95.88	High	driver report coolant leak reduc control perform urgent inspect need	driver report coolant leak reduc control perform urgent inspect need cooling hydraulic pressure low
TKT-060768	Forklift	0	5,000	Cooling	Service request raised for coolant level dropping; not urgent yet but should be checked soon - driver said it happened again	Transmission warning	4.5	0	1	Industrial Zone	Normal	28.15	Medium	servic request rais coolant level drop urgent yet check soon driver said happen	servic request rais coolant level drop urgent yet check soon driver said happen cooling transmission warning
TKT-050075	Excavator	6	133,224	Electrical	Electrical issue reported by driver: intermittent power loss. Downtime may occur if delayed Warning light appeared briefly but cleared later - during morning start?	Transmission warning	8.2	4	5	Urban	Hot	69.2	Medium	electr issu report driver intermitt power loss downtim may occur delay warn light appear briefli clear later morn start	electr issu report driver intermitt power loss downtim may occur delay warn light appear briefli clear later morn start electrical transmission warning
TKT-027702	Forklift	9	149,375	Battery	Battery related concern: terminal corrosion. Can be scheduled for next service Driver wants it checked before it gets worse	Tire pressure warning	2.9	23	0	Construction	Rainy	31.37	Low	batteri relat concern termin corros schedul next servic driver want check get wors	batteri relat concern termin corros schedul next servic driver want check get wors battery tire pressure warning
TKT-042142	Motorcycle	1	65,398	Transmission	Repeated complaint of hard shifting, especially under heavy load Warning light appeared briefly but cleared later...	Electrical fault code	14.5	0	0	Port	Hot	20	Medium	repeat complaint hard shift especi heavi load warn light appear briefli clear later	repeat complaint hard shift especi heavi load warn light appear briefli clear later transmission electrical fault code
TKT-045081	Truck	8	360,233	Steering	Reported power steering leak during operation; vehicle still running but needs attention - only at low speed	Battery warning	8.6	25	1	Airport	Normal	65.14	Medium	report power steer leak oper vehicl still run need attent low speed	report power steer leak oper vehicl still run need attent low speed steering battery warning
TKT-016639	Van	7	165,923	Body	Driver noticed minor dent. veh. is still usable with no major delay	Electrical fault code	1.3	0	2	Rural	Flooded	39.8	Low	driver notic minor dent vehicl still usabl major delay	driver notic minor dent vehicl still usabl major delay body electrical fault code
TKT-020425	Bus	7	292,926	Tire	Small complaint about wheel vibration, mostly noticeable during short trips Driver wants it checked before it gets worse - only at low speed	Electrical fault code	2.3	20	0	Highway	Normal	32.98	Low	small complaint wheel vibrat mostli notic short trip driver want check get wors low speed	small complaint wheel vibrat mostli notic short trip driver want check get wors low speed tire electrical fault code
TKT-088703	Bus	5	332,890	Brake	Repeated squeaking pads under load; high chance of service interruption	Hydraulic pressure low	8.4	46	3	Port	Rainy	89.71	High	repeat squeak pad load high chanc servic interrupt	repeat squeak pad load high chanc servic interrupt brake hydraulic pressure low
TKT-000150	Mini Truck	5	150,902	Electrical	mini truck has warning light issue; not affecting daily operation - while reversing	Electrical fault code	1.2	8	0	Industrial Zone	Windy	22.71	Low	mini truck warn light issu affect daili oper revers	mini truck warn light issu affect daili oper revers electrical electrical fault code
TKT-001762	Ambulance	8	297,931	Tire	Ambulance has slow puncture; small comfort related complaint	Electrical fault code	2.9	27	2	Long-distance Route	Cold	23.21	Low	ambul slow punctur small comfort relat complaint	ambul slow punctur small comfort relat complaint tire electrical fault code
TKT-063121	Ambulance	6	273,618	Brake	ambulance showing brake fade. vehicle can still operate but needs service soon - during morning start	ABS warning	13.8	17	2	Urban	Cold	47.32	Medium	ambul show brake fade vehicl still oper need servic soon morn start	ambul show brake fade vehicl still oper need servic soon morn start brake abs warning
TKT-069162	Utility Vehicle	6	161,910	Sensor	Repeated complaint of sensor reading unstable, especially happens sometimes	Intermittent sensor fault	8.1	19	1	Airport	Rainy	60.78	Medium	repeat complaint sensor read unstabl especi happen sometim	repeat complaint sensor read unstabl especi happen sometim sensor intermittent sensor fault
TKT-064884	Delivery Van	5	191,686	Sensor	Reported sensor reading unstable during operation; vehicle still running but needs attention	Electrical fault code	17.2	43	1	Port	Hot	65.85	Medium	report sensor read unstabl oper vehicl still run need attent	report sensor read unstabl oper vehicl still run need attent sensor electrical fault code
TKT-002496	Car	1	136,403	AC	Routine inspection found bad smell from vent. No immediate safety concern - during delivery run	Intermittent sensor fault	4.8	0	0	Airport	Normal	23.49	Low	routin inspect found bad smell vent immedi safeti concern deliveri run	routin inspect found bad smell vent immedi safeti concern deliveri run ac intermittent sensor fault
TKT-080297	Truck	7	259,908	Cooling	Truck has serious radiator leak. driver stopped operation temporarily	Coolant temperature high	38	21	3	Mining	Normal	87.89	High	truck seriou radiat leak driver stop oper temperatureorarili	truck seriou radiat leak driver stop oper temperatureorarili cooling coolant temperature high
TKT-019448	Forklift	9	159,115	AC	Small complaint about compressor noise, mostly noticeable during short trips	Check engine light	2.2	20	1	Construction	Normal	18.62	Low	small complaint compressor nois mostli notic short trip	small complaint compressor nois mostli notic short trip ac check engine light
TKT-041332	Forklift	4	110,772	Tire	Reported low tire pressure during operation; vehicle still running but needs attention - while reversing...	Tire pressure warning	9.2	34	3	Rural	Hot	72.11	Medium	report low tire pressur oper vehicl still run need attent revers	report low tire pressur oper vehicl still run need attent revers tire tire pressure warning
TKT-014889	Delivery Van	8	289,637	Battery	driver noticed low voltage. vehicle is still usable with no major delay - during morning start	null	1.8	0	2	Industrial Zone	Dusty	26.97	Low	driver notic low voltag vehicl still usabl major delay morn start	driver notic low voltag vehicl still usabl major delay morn start battery none
TKT-088637	Utility Vehicle	6	192,925	Cooling	Utility veh. has serious coolant leak. urgent workshop inspection required	Steering assist warning	9.9	41	2	Warehouse	Hot	76.99	High	util vehicl seriou coolant leak urgent workshop inspect requir	util vehicl seriou coolant leak urgent workshop inspect requir cooling steering assist warning
TKT-094893	Car	11	230,888	Fuel System	Major problem reported: diesel leak. Vehicle may become unsafe if used further - pls check asap	Fuel pressure low	30.5	65	1	Airport	Normal	82.36	High	major problem report diesel leak vehicl may becom unsaf use pleas check soon possibl	major problem report diesel leak vehicl may becom unsaf use pleas check soon possibl fuel system fuel pressure low
TKT-092732	Loader	6	199,712	Transmission	Driver reported gear slipping with reduced control or performance. Urgent inspection needed Vehicle was able to return slowly to depot	Check engine light	20.1	56	0	Mining	Muddy	66.16	High	driver report gear slip reduc control perform urgent inspect need vehicl abl return slowli depot	driver report gear slip reduc control perform urgent inspect need vehicl abl return slowli depot transmission check engine light
TKT-029131	Crane Truck	4	237,016	Sensor	Small complaint about warning light flashing, mostly noticeable during short trips	Electrical fault code	0.8	0	3	Construction	Hot	29.68	Low	small complaint warn light flash mostli notic short trip	small complaint warn light flash mostli notic short trip sensor electrical fault code
TKT-079023	Delivery Van	8	192,016	Tire	Repeated uneven tire wear under load; high chance of service interruption	Engine temperature rising	34.9	60	4	Highway	Hot	78.91	High	repeat uneven tire wear load high chanc servic interrupt	repeat uneven tire wear load high chanc servic interrupt tire engine temperature rising
TKT-084937	Motorcycle	0	68,622	Tire	Motorcycle has serious tread worn. system warn. remains active	Coolant temperature high	32.8	67	0	Rural	Dusty	71.65	Medium	motorcycl seriou tread worn system warn remain activ	motorcycl seriou tread worn system warn remain activ tire coolant temperature high
TKT-016822	Utility Vehicle	4	222,391	Body	Driver noticed mirror cracked. Vehicle is still usable with no major delay Driver wants it checked before it gets worse - near depot	Check engine light	8.1	15	0	Industrial Zone	Sunny	34.57	Low	driver notic mirror crack vehicl still usabl major delay driver want check get wors near depot	driver notic mirror crack vehicl still usabl major delay driver want check get wors near depot body check engine light
TKT-036734	Motorcycle	15	173,290	Sensor	Reported sensor reading unstable during operation; vehicle still running but needs attention	Transmission warning	12.5	33	1	Airport	Rainy	65.89	Medium	report sensor read unstabl oper vehicl still run need attent	report sensor read unstabl oper vehicl still run need attent sensor transmission warning
TKT-015603	Loader	9	151,088	Sensor	Routine inspection found sensor reading unstable. No immediate safety concern	Electrical fault code	0.2	32	0	Industrial Zone	Normal	29.23	Low	routin inspect found sensor read unstabl immedi safeti concern	routin inspect found sensor read unstabl immedi safeti concern sensor electrical fault code
TKT-028534	Pickup	9	292,182	AC	AC related concern: bad smell from vent. Can be scheduled for next service - when engine is warm!!	null	3.1	0	0	Highway	Windy	31.89	Low	ac relat concern bad smell vent schedul next servic engin warm	ac relat concern bad smell vent schedul next servic engin warm ac none
TKT-069770	Ambulance	2	250,721	Suspension	Repeated complaint of rough ride, especially under heavy load	ABS warning	7.4	9	4	Highway	Muddy	46.52	Low	repeat complaint rough ride especi heavi load	repeat complaint rough ride especi heavi load suspension abs warning
TKT-011406	Ambulance	10	379,486	Tire	Driver noticed low tire pressure. Vehicle is still usable with no major delay	Check engine light	1.5	27	0	Port	Hot	31.31	Low	driver notic low tire pressur vehicl still usabl major delay	driver notic low tire pressur vehicl still usabl major delay tire check engine light
TKT-096853	Forklift	2	72,581	Suspension	Repeated clunking noise under load; high chance of service interruption...	Fuel pressure low	42.5	7	5	Construction	Muddy	79.94	High	repeat clunk nois load high chanc servic interrupt	repeat clunk nois load high chanc servic interrupt suspension fuel pressure low
TKT-016131	Excavator	7	246,850	AC	AC related concern: weak airflow. Can be scheduled for next service...	Electrical fault code	2.1	1	1	Airport	Hot	31.97	Low	ac relat concern weak airflow schedul next servic	ac relat concern weak airflow schedul next servic ac electrical fault code
TKT-019793	Forklift	0	151,359	Tire	Tire related concern: sidewall damage. Can be scheduled for next service	Tire pressure warning	4.3	12	0	Construction	Normal	30.42	Low	tire relat concern sidewal damag schedul next servic	tire relat concern sidewal damag schedul next servic tire tire pressure warning
TKT-089578	Loader	6	152,084	Exhaust	Repeated muffler damage under load; high chance of service interruption - after rain	Hydraulic pressure low	24.6	9	3	Urban	Dusty	75.88	High	repeat muffler damag load high chanc servic interrupt rain	repeat muffler damag load high chanc servic interrupt rain exhaust hydraulic pressure low
TKT-040164	Van	0	232,343	Battery	Repeated complaint of charging issue, especially pls check asap	Tire pressure warning	1.7	34	1	Warehouse	Rainy	31.29	Medium	repeat complaint charg issu especi pleas check soon possibl	repeat complaint charg issu especi pleas check soon possibl battery tire pressure warning
TKT-031777	Excavator	4	111,585	Electrical	Driver noticed dashboard flicker. Vehicle is still usable with no major delay	Brake system warning	2.2	15	0	Rural	Windy	4.18	Low	driver notic dashboard flicker vehicl still usabl major delay	driver notic dashboard flicker vehicl still usabl major delay electrical brake system warning
TKT-025331	Car	7	88,371	Battery	Battery related concern: jump start required. Can be scheduled for next service	Tire pressure warning	2.8	9	0	Construction	Hot	28.03	Low	batteri relat concern jump start requir schedul next servic	batteri relat concern jump start requir schedul next servic battery tire pressure warning
TKT-079157	Excavator	5	148,422	Steering	Repeated loose steering under load; high chance of service interruption	Oil pressure warning	20.8	72	5	Mining	Dusty	80.65	High	repeat loos steer load high chanc servic interrupt	repeat loos steer load high chanc servic interrupt steering oil pressure warning
TKT-051686	Motorcycle	7	149,680	Transmission	Motorcycle showing delayed shifting. reported repeatedly during normal operation	Battery warning	10.2	0	0	Highway	Sunny	42.05	Medium	motorcycl show delay shift report repeatedli normal oper	motorcycl show delay shift report repeatedli normal oper transmission battery warning
TKT-075499	Delivery Van	7	136,137	Brake	Repeated squeaking pads under load; high chance of service interruption	Transmission warning	52.5	27	1	Urban	Flooded	85.91	High	repeat squeak pad load high chanc servic interrupt	repeat squeak pad load high chanc servic interrupt brake transmission warning
TKT-004728	Loader	5	60,783	Lighting	Routine inspection found lamp warning. No immediate safety concern	Electrical fault code	3	18	0	Port	Humid	16.91	Medium	routin inspect found lamp warn immedi safeti concern	routin inspect found lamp warn immedi safeti concern lighting electrical fault code
TKT-085199	Excavator	2	116,586	Steering	steering fault active: steering heavy. vehicle should not be assigned to long route	Check engine light	33.9	79	2	Construction	Dusty	82.93	High	steer fault activ steer heavi vehicl assign long rout	steer fault activ steer heavi vehicl assign long rout steering check engine light
TKT-035796	Pickup	9	300,486	Sensor	Driver noticed fault code active. Vehicle is still usable with no major delay - when engine is warm	Tire pressure warning	5.1	0	1	Industrial Zone	Normal	36.23	Low	driver notic fault code activ vehicl still usabl major delay engin warm	driver notic fault code activ vehicl still usabl major delay engin warm sensor tire pressure warning
TKT-012257	Van	0	149,454	Tire	Van has sidewall damage; can be checked during next scheduled service	Electrical fault code	1.8	0	0	Airport	Humid	18.85	Low	van sidewal damag check next schedul servic	van sidewal damag check next schedul servic tire electrical fault code
TKT-035719	Excavator	9	233,432	Tire	Small complaint about slow puncture, mostly noticeable during short trips	null	1.6	19	0	Urban	Flooded	34.38	Low	small complaint slow punctur mostli notic short trip	small complaint slow punctur mostli notic short trip tire none
TKT-070552	Ambulance	3	212,288	Transmission	Ambulance showing delayed shifting. vehicle can still operate but needs service soon	Battery warning	16.7	49	1	Long-distance Route	Windy	44.07	Medium	ambul show delay shift vehicl still oper need servic soon	ambul show delay shift vehicl still oper need servic soon transmission battery warning
TKT-054375	Delivery Van	0	172,146	Sensor	Reported sensor reading unstable during operation; vehicle still running but needs attention - while reversing	Check engine light	16.6	14	2	Port	Humid	54.31	Medium	report sensor read unstabl oper vehicl still run need attent revers	report sensor read unstabl oper vehicl still run need attent revers sensor check engine light
TKT-039692	Loader	0	101,107	Cooling	Repeated complaint of coolant leak, especially only at low speed	Check engine light	5.2	25	2	Rural	Rainy	47.47	Medium	repeat complaint coolant leak especi low speed	repeat complaint coolant leak especi low speed cooling check engine light
TKT-093703	Ambulance	7	347,989	Engine	Repeated rpm fluctuation under load; high chance of service interruption	Coolant temperature high	22.9	60	4	Rural	Normal	91.21	High	repeat rpm fluctuat load high chanc servic interrupt	repeat rpm fluctuat load high chanc servic interrupt engine coolant temperature high
TKT-073692	Crane Truck	8	292,341	Transmission	Transmission issue reported by driver: transmission overheating. Downtime may occur if delayed	Coolant temperature high	7.6	24	1	Construction	Rainy	67.01	Medium	transmiss issu report driver transmiss overh downtim may occur delay	transmiss issu report driver transmiss overh downtim may occur delay transmission coolant temperature high
TKT-098071	Motorcycle	5	13,447	Body	Driver reported cosmetic damage with reduced control or performance. Urgent inspection needed Vehicle was able to return slowly to depot	Engine temperature rising	5	64	3	Urban	Flooded	84.65	High	driver report cosmet damag reduc control perform urgent inspect need vehicl abl return slowli depot	driver report cosmet damag reduc control perform urgent inspect need vehicl abl return slowli depot body engine temperature rising
TKT-000576	Car	6	192,722	AC	Car has AC not cooling; issue appears mild and intermittent - under heavy load	Tire pressure warning	1.8	4	0	Rural	Muddy	29.51	Low	car ac cool issu appear mild intermitt heavi load	car ac cool issu appear mild intermitt heavi load ac tire pressure warning
TKT-084611	Motorcycle	9	179,260	Brake	Repeated brakes feel weak under load; high chance of service interruption - near depot...	Fuel pressure low	18.6	106	3	Airport	Humid	77	High	repeat brake feel weak load high chanc servic interrupt near depot	repeat brake feel weak load high chanc servic interrupt near depot brake fuel pressure low
TKT-061770	Bus	6	300,404	Battery	Battery issue reported by driver: weak crank. Downtime may occur if delayed Warning light appeared briefly but cleared later - happens sometimes	Electrical fault code	10	49	1	Long-distance Route	Dusty	37.35	Medium	batteri issu report driver weak crank downtim may occur delay warn light appear briefli clear later happen sometim	batteri issu report driver weak crank downtim may occur delay warn light appear briefli clear later happen sometim battery electrical fault code
TKT-032261	Pickup	12	274,688	Sensor	Small complaint about calibration issue, mostly noticeable during short trips - while reversing	Brake system warning	3.5	2	0	Highway	Dusty	42.52	Low	small complaint calibr issu mostli notic short trip revers	small complaint calibr issu mostli notic short trip revers sensor brake system warning
TKT-082200	Pickup	12	181,493	Sensor	Repeated intermitent alert under load; high chance of service interruption - near depot	Hydraulic pressure low	23.2	58	2	Port	Humid	79.24	High	repeat intermit alert load high chanc servic interrupt near depot	repeat intermit alert load high chanc servic interrupt near depot sensor hydraulic pressure low
TKT-036291	Delivery Van	9	350,897	Electrical	Reported sensor fault during operation; vehicle still running but needs attention	Engine temperature rising	9.4	0	1	Rural	Humid	46.55	Low	report sensor fault oper vehicl still run need attent	report sensor fault oper vehicl still run need attent electrical engine temperature rising
TKT-078450	Loader	1	49,246	Electrical	Repeated dashboard flicker under load; high chance of service interruption - after loading	null	34.8	1	3	Port	Rainy	96.66	High	repeat dashboard flicker load high chanc servic interrupt load	repeat dashboard flicker load high chanc servic interrupt load electrical none
TKT-060056	Van	8	211,606	Suspension	Suspension issue reported by driver: clunking noise. Downtime may occur if delayed - while reversing	Tire pressure warning	7.2	14	1	Industrial Zone	Hot	45.28	Medium	suspens issu report driver clunk nois downtim may occur delay revers	suspens issu report driver clunk nois downtim may occur delay revers suspension tire pressure warning
TKT-045949	Bus	5	435,624	Brake	Repeated complaint of brake fade, especially after rain warn. light appeared briefly but cleared later	Tire pressure warning	4.7	32	0	Construction	Rainy	51.17	Medium	repeat complaint brake fade especi rain warn light appear briefli clear later	repeat complaint brake fade especi rain warn light appear briefli clear later brake tire pressure warning
TKT-028178	Crane Truck	1	96,837	Body	Crane Truck has door rattle; vehicle still operates normally Driver wants it checked before it gets worse - after 20 mins	Tire pressure warning	3.6	24	0	Rural	Dusty	32.73	Low	crane truck door rattl vehicl still oper normal driver want check get wors min	crane truck door rattl vehicl still oper normal driver want check get wors min body tire pressure warning
TKT-084464	Forklift	2	141,846	Battery	Forklift has serious low voltage. system warning remains active	Battery warning	15.7	37	2	Construction	Muddy	71.43	High	forklift seriou low voltag system warn remain activ	forklift seriou low voltag system warn remain activ battery battery warning
TKT-000579	Bus	5	342,931	Body	Bus has cosmetic damage; issue appears mild and intermittent	Tire pressure warning	3.3	0	1	Highway	Cold	25.22	Low	bu cosmet damag issu appear mild intermitt	bu cosmet damag issu appear mild intermitt body tire pressure warning
TKT-030960	Crane Truck	12	352,055	Engine	Engine related concern: engine warning light. Can be scheduled for next service Driver wants it checked before it gets worse	Intermittent sensor fault	2.8	0	0	Highway	Normal	31.52	Low	engin relat concern engin warn light schedul next servic driver want check get wors	engin relat concern engin warn light schedul next servic driver want check get wors engine intermittent sensor fault
TKT-064291	Truck	9	343,394	Cooling	Service request raised for coolant leak; not urgent yet but should be checked soon	ABS warning	5.2	0	2	Construction	Hot	47.52	High	servic request rais coolant leak urgent yet check soon	servic request rais coolant leak urgent yet check soon cooling abs warning
TKT-014532	Bus	7	290,053	Body	Driver noticed mirror cracked. Vehicle is still usable with no major delay	Tire pressure warning	1.2	14	3	Rural	Windy	25.47	Low	driver notic mirror crack vehicl still usabl major delay	driver notic mirror crack vehicl still usabl major delay body tire pressure warning
TKT-017934	Car	7	177,332	Sensor	Car has intermittent alert; no immediate safety concern - during delivery run	Intermittent sensor fault	2.5	8	1	Highway	Cold	12.29	Low	car intermitt alert immedi safeti concern deliveri run	car intermitt alert immedi safeti concern deliveri run sensor intermittent sensor fault
TKT-033609	Delivery Van	13	272,795	Sensor	driver noticed false warning. vehicle is still usable with no major delay	Electrical fault code	1.6	24	0	Long-distance Route	Windy	37.41	Low	driver notic fals warn vehicl still usabl major delay	driver notic fals warn vehicl still usabl major delay sensor electrical fault code
TKT-049960	Forklift	7	221,269	Engine	Service request raised for rpm fluctuation; not urgent yet but should be checked soon	Transmission warning	17.1	50	1	Warehouse	Normal	47.21	Medium	servic request rais rpm fluctuat urgent yet check soon	servic request rais rpm fluctuat urgent yet check soon engine transmission warning
TKT-066599	Loader	3	69,580	Fuel System	Service request raised for engine starving; not urgent yet but should be checked soon	Check engine light	7	28	2	Industrial Zone	Dusty	40.62	Medium	servic request rais engin starv urgent yet check soon	servic request rais engin starv urgent yet check soon fuel system check engine light
TKT-099090	Utility Vehicle	2	165,378	Fuel System	Safety related issue with diesel leak. Remove from operation until inspected	Electrical fault code	32	94	4	Industrial Zone	Normal	62.55	High	safeti relat issu diesel leak remov oper inspect	safeti relat issu diesel leak remov oper inspect fuel system electrical fault code
TKT-034452	Pickup	5	220,580	Suspension	pickup has rough ride; minor issue noticed during routine check - during delivery run	Coolant temperature high	4.9	19	1	Airport	Normal	14.71	Low	pickup rough ride minor issu notic routin check deliveri run	pickup rough ride minor issu notic routin check deliveri run suspension coolant temperature high
TKT-034081	Loader	1	5,000	Suspension	Small complaint about unstable handling, mostly noticeable during short trips	null	6.5	9	0	Rural	Rainy	26.8	Low	small complaint unstabl handl mostli notic short trip	small complaint unstabl handl mostli notic short trip suspension none
TKT-063588	Mini Truck	2	215,789	Battery	Service request raised for terminal corrosion; not urgent yet but should be checked soon	null	7.7	50	0	Port	Rainy	63.68	Medium	servic request rais termin corros urgent yet check soon	servic request rais termin corros urgent yet check soon battery none
TKT-004294	Forklift	1	39,865	Electrical	Driver noticed intermit. power loss. Vehicle is still usable with no major delay - pls check asap	Oil pressure warning	4.8	8	0	Industrial Zone	Sunny	12.38	Low	driver notic intermit power loss vehicl still usabl major delay pleas check soon possibl	driver notic intermit power loss vehicl still usabl major delay pleas check soon possibl electrical oil pressure warning
TKT-069103	Excavator	9	283,599	Suspension	Service request raised for unstable handling; not urgent yet but should be checked soon	Battery warning	14.4	38	0	Long-distance Route	Dusty	59.45	Medium	servic request rais unstabl handl urgent yet check soon	servic request rais unstabl handl urgent yet check soon suspension battery warning
TKT-086412	Bus	8	411,620	Engine	Engine fault active: loss of power. veh. should not be assigned to long route	Hydraulic pressure low	27.5	47	2	Warehouse	Humid	83.94	High	engin fault activ loss power vehicl assign long rout	engin fault activ loss power vehicl assign long rout engine hydraulic pressure low
TKT-099477	Bus	8	284,865	Hydraulic	Safety related issue with fork not lifting. Remove from operation until inspected Vehicle was able to return slowly to depot	Brake system warning	37.1	49	5	Highway	Humid	81.91	High	safeti relat issu fork lift remov oper inspect vehicl abl return slowli depot	safeti relat issu fork lift remov oper inspect vehicl abl return slowli depot hydraulic brake system warning
TKT-053930	Excavator	8	240,644	Lighting	Repeated complaint of interior light flicker, especially after rain	Check engine light	2.5	0	0	Rural	Flooded	46.23	Medium	repeat complaint interior light flicker especi rain	repeat complaint interior light flicker especi rain lighting check engine light
TKT-087071	Delivery Van	10	248,378	Engine	Major problem reported: engine vibration. Vehicle may become unsafe if used further - after loading	Check engine light	17.6	36	2	Warehouse	Normal	76.09	High	major problem report engin vibrat vehicl may becom unsaf use load	major problem report engin vibrat vehicl may becom unsaf use load engine check engine light
TKT-065084	Car	4	153,994	Engine	Service request raised for engine hesitation; not urgent yet but should be checked soon	Electrical fault code	7.8	24	2	Construction	Dusty	73.94	Low	servic request rais engin hesit urgent yet check soon	servic request rais engin hesit urgent yet check soon engine electrical fault code
TKT-030713	Motorcycle	0	94,362	Sensor	Routine inspection found fault code active. No immediate safety concern - reported by operator	Intermittent sensor fault	0.2	0	0	Port	Humid	7.57	Low	routin inspect found fault code activ immedi safeti concern report oper	routin inspect found fault code activ immedi safeti concern report oper sensor intermittent sensor fault
TKT-049183	Mini Truck	12	277,391	Cooling	Service request raised for overheating; not urgent yet but should be checked soon	Electrical fault code	12.5	36	1	Rural	Normal	54.69	Medium	servic request rais overh urgent yet check soon	servic request rais overh urgent yet check soon cooling electrical fault code
TKT-057235	Ambulance	8	147,721	Electrical	Service request raised for dashboard flicker; not urgent yet but should be checked soon	Check engine light	10.8	23	1	Industrial Zone	Flooded	65.01	Medium	servic request rais dashboard flicker urgent yet check soon	servic request rais dashboard flicker urgent yet check soon electrical check engine light
TKT-015664	Motorcycle	1	5,000	Tire	Driver noticed low tire pressure. vehicle is still usable with no major delay	Intermittent sensor fault	2.6	14	1	Long-distance Route	Humid	28.13	Low	driver notic low tire pressur vehicl still usabl major delay	driver notic low tire pressur vehicl still usabl major delay tire intermittent sensor fault
TKT-019967	Utility Vehicle	7	131,914	Lighting	Utility Vehicle has indicator not working; vehicle still operates normally	null	5.6	0	0	Highway	Hot	25.95	Low	util vehicl indic work vehicl still oper normal	util vehicl indic work vehicl still oper normal lighting none
TKT-091913	Delivery Van	8	238,062	Engine	Safety related issue with loss of power. Remove from operation until inspected	Hydraulic pressure low	15.7	7	2	Port	Rainy	92.2	High	safeti relat issu loss power remov oper inspect	safeti relat issu loss power remov oper inspect engine hydraulic pressure low
TKT-091958	Excavator	6	320,057	Electrical	Safety related issue with warning light issue. Remove from operation until inspected	Engine temperature rising	29.3	40	4	Highway	Dusty	71.24	High	safeti relat issu warn light issu remov oper inspect	safeti relat issu warn light issu remov oper inspect electrical engine temperature rising
TKT-081347	Utility Vehicle	5	118,179	Fuel System	Repeated injector fault under load; high chance of service interruption Vehicle was able to return slowly to depot	Brake system warning	25	62	4	Airport	Rainy	88.14	High	repeat injector fault load high chanc servic interrupt vehicl abl return slowli depot	repeat injector fault load high chanc servic interrupt vehicl abl return slowli depot fuel system brake system warning
TKT-055326	Motorcycle	5	5,000	Cooling	Reported coolant level dropping during operation; vehicle still running but needs attention	ABS warning	7.7	0	0	Mining	Hot	40.29	Low	report coolant level drop oper vehicl still run need attent	report coolant level drop oper vehicl still run need attent cooling abs warning
TKT-029858	Mini Truck	6	106,698	Sensor	Driver noticed fault code active. Vehicle is still usable with no major delay Driver wants it checked before it gets worse - driver said it happened again	Tire pressure warning	4.5	9	0	Mining	Rainy	46.48	Low	driver notic fault code activ vehicl still usabl major delay driver want check get wors driver said happen	driver notic fault code activ vehicl still usabl major delay driver want check get wors driver said happen sensor tire pressure warning
TKT-071223	Mini Truck	5	215,087	Sensor	Mini Truck showing intermittent alert. vehicle can still operate but needs service soon	Electrical fault code	15.5	28	0	Long-distance Route	Hot	49.64	Medium	mini truck show intermitt alert vehicl still oper need servic soon	mini truck show intermitt alert vehicl still oper need servic soon sensor electrical fault code

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Task Priority Classification Dataset

Dataset Summary

This dataset contains structured task attributes used to train classification models (such as XGBoost) for automated task priority determination.

Data Structure

The dataset contains the following columns:

Column Name	Type	Description
`task_id`	string	Unique identifier for the task
`title`	string	Short description of the task
`days_until_due`	integer	Number of days left until deadline
`estimated_hours`	float	Estimated time to completion
`urgency`	integer	User-defined urgency score (1 to 5)
`priority`	string	Target label (`Low`, `Medium`, `High`)

Usage

```python from datasets import load_dataset

dataset = load_dataset("AroshN/task-priority-dataset") print(dataset["train"][0]) ```

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