Datasets:

Layered-Labs
/

neiss-injury-data

CPSC_Case_Number int64	Treatment_Date timestamp[ns]	Age int16	Sex int8	Race int8	Other_Race float32	Hispanic float32	Body_Part int16	Diagnosis int16	Other_Diagnosis float32	Body_Part_2 float32	Diagnosis_2 float32	Other_Diagnosis_2 float32	Disposition int8	Location int8	Fire_Involvement int8	Product_1 int32	Product_2 int32	Alcohol float32	Drug float32	Narrative_1 string	Stratum string	PSU int16	Weight float32	year int16
null	2005-01-02T00:00:00	84	2	1	null	null	92	59	null	null	null	null	1	5	0	1,707	0	null	null	GOT FINGER CAUGHT IN WHEELCHAIRDX LAC FINGER	S	98	66.738197	2,005
null	2005-01-02T00:00:00	18	1	1	null	null	37	64	null	null	null	null	1	1	0	1,205	0	null	null	HURT ANJKLE PLAYING BASKETBALLDX SPRAINED ANKLE	S	98	66.738197	2,005
null	2005-01-02T00:00:00	13	1	1	null	null	83	63	null	null	null	null	1	1	0	1,819	0	null	null	STEPPED ON NAILDX PUNCTURE WOUND FOOT	S	98	66.738197	2,005
null	2005-01-02T00:00:00	7	1	1	null	null	92	57	null	null	null	null	1	1	0	1,233	0	null	null	JUMPING ON TRAMPOLINE HURT FINGERDX BROKEN FINGER	S	98	66.738197	2,005
null	2005-01-02T00:00:00	26	2	1	null	null	37	64	null	null	null	null	1	1	0	1,884	0	null	null	TRIPPED FELL AGAINST WALLDX SPRAINED ANKLE	S	98	66.738197	2,005
null	2005-01-02T00:00:00	19	1	1	null	null	30	53	null	null	null	null	1	1	0	1,893	0	null	null	GOT ARM CAUGHT IN DOORDX CONTUSION SHOULDER	S	98	66.738197	2,005
null	2005-01-01T00:00:00	27	1	1	null	null	77	53	null	null	null	null	1	1	0	1,313	0	null	null	HIT IN EYE BY POP BOTTLE ROCKETDX CONTUSION EYE	S	98	66.738197	2,005
null	2005-01-01T00:00:00	11	1	1	null	null	33	59	null	null	null	null	1	1	0	1,738	0	null	null	CUT ARM ON METAL SIGNDX LAC FOREARM	S	98	66.738197	2,005
null	2005-01-01T00:00:00	16	1	1	null	null	92	59	null	null	null	null	1	1	0	435	1,686	null	null	CUT FINGER ON BOWL TAKING COINS OUT OF ITDX LAC FINGER	S	98	66.738197	2,005
null	2005-01-01T00:00:00	22	2	1	null	null	34	64	null	null	null	null	1	1	0	3,286	0	null	null	HAD WRECK ON 4 WHEELERDX SPRAINED WRIST	S	98	66.738197	2,005
null	2005-01-01T00:00:00	27	1	1	null	null	75	53	null	null	null	null	1	1	0	604	0	null	null	27 YOM HIT HEAD ON DRESSER AT HOME.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	29	1	1	null	null	34	64	null	null	null	null	1	1	0	1,736	4,078	null	null	29 YOM FELL OFF LADDER TAKING DOWN CHRISTMAS LIGHTS AT HOME.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	79	2	1	null	null	36	53	null	null	null	null	1	5	0	4,074	1,736	null	null	79 YOF FELL OFF CHAIR AT NURSING HOME TAKING DOWN CHRISTMAS LIGHTS.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	26	2	1	null	null	30	64	null	null	null	null	1	1	0	4,057	0	null	null	26 YOF FELL OFF A TABLE AT HOME.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	33	1	1	null	null	82	53	null	null	null	null	1	1	0	1,884	0	null	null	33 YOM PUNCHED A WALL AT HOME.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	15	1	3	null	null	75	53	null	null	null	null	1	9	0	5,031	0	null	null	15 YOM FELL WHILE SNOWBOARDING AT SKI RESORT.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	31	1	1	null	null	31	53	null	null	null	null	1	1	0	572	0	null	null	31 YOM FELL ONTO A METAL CABLE BOX AT HOME.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	35	1	1	null	null	94	71	null	null	null	null	1	5	0	1,133	0	null	null	35 YOM SPRAYED IN R EAR WITH AEROSOL CAN OF KEYBOARD CLEANER (AIR DUSTER) IN A BAR.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	5	1	1	null	null	93	57	null	null	null	null	1	1	0	1,685	0	null	null	5 YOM TRIPPED OVER A MARKER AT HOME AND FRACTURED TOE.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	33	2	1	null	null	83	64	null	null	null	null	1	1	0	1,842	0	null	null	33 YOF MISSED A STEP AT HOME AND SPRAINED L FOOT.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	212	2	1	null	null	75	53	null	null	null	null	1	1	0	1,842	0	null	null	1 YOF FELL DOWN 10 STAIRS AT HOME.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	2	1	1	null	null	75	59	null	null	null	null	1	1	0	679	1,807	null	null	2 YOM FELL OFF SOFA AT HOME AND STRUCK HEAD ON FLOOR.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	20	1	1	null	null	36	57	null	null	null	null	1	9	0	1,206	0	null	null	20 YOM FELL WHILE BOWLING AT BOWLING ALLEY FRACTURING FIBULA.	S	1	66.738197	2,005
null	2005-01-02T00:00:00	68	1	1	null	null	30	71	null	null	null	null	1	1	0	4,078	0	null	null	68 YOM FELL OFF A LADDER AT HOME ONTO L SHOULDER.	S	1	66.738197	2,005
null	2005-01-01T00:00:00	20	1	1	null	null	82	64	null	null	null	null	1	1	0	1,884	0	null	null	PT. HIT HIS HAND ON A WALLSPRAINED HAND	S	29	66.738197	2,005
null	2005-01-02T00:00:00	217	1	1	null	null	76	59	null	null	null	null	1	1	0	4,057	0	null	null	PT. FELL AND HIT HIS HEAD ON THE COFFEE TABLELACERATION FACE - EYEBROW	S	29	66.738197	2,005
null	2005-01-02T00:00:00	29	2	1	null	null	79	64	null	null	null	null	1	1	0	4,014	0	null	null	PT. HAS LOW BACK PAIN, HAS BEEN MOVING FURNITUREDX. LOW BACK STRAIN	S	29	66.738197	2,005
null	2005-01-02T00:00:00	35	2	1	null	null	75	59	null	null	null	null	1	4	0	1,817	0	null	null	PT. WAS IN CAR, THE CAR RAN INTO A PORCHLACERATION SCALP 2 CM	S	29	66.738197	2,005
null	2005-01-02T00:00:00	25	2	1	null	null	32	53	null	null	null	null	1	9	0	1,299	3,286	null	null	SNOW TUBING BEING TOWED BY 4 WHEELED ATV WHEN FLEW OFF TUBE INTO PILE OF REBAR SUST INJ TO L ELBOW DX CONTUSION L ELBOW	S	28	66.738197	2,005
null	2005-01-02T00:00:00	31	1	1	null	null	76	71	null	null	null	null	1	1	0	4,074	0	null	null	FELL AT HOME STRIKING L SIDE OF EYE AND CHEEK ON CHAIR HAS HAD PAIN SINCE DX ACUTE PANSINITIS	S	28	66.738197	2,005
null	2005-01-02T00:00:00	27	2	1	null	null	36	71	null	null	null	null	1	1	0	4,074	0	null	null	DEVELOPED TINGLING IN L LEG WHILE SITTING IN CHAIR AT HOME WHEN STOOD UP FELT WEAKNESS IN SAME LEG W WALKING D L LOWER LEG WEAKNESS NUMBNESS	S	28	66.738197	2,005
null	2005-01-02T00:00:00	9	2	1	null	null	82	53	null	null	null	null	1	1	0	1,893	0	null	null	GOT R HAND SLAMMED IN DOOR AT HOMEDX R HAND CONTUSION	S	28	66.738197	2,005
null	2005-01-02T00:00:00	27	1	1	null	null	79	71	null	null	null	null	1	1	0	1,842	0	null	null	FELL DOWN FLIGHT OF STAIRS 0204 INJ LOW BACK NOW HAD CHILD JUMP ON HISBACK AT HM INCREASING PAIN DX ACUTE EXACERBATION OF CHRONIC BACK PAIN	S	28	66.738197	2,005
null	2005-01-02T00:00:00	11	2	1	null	null	89	64	null	null	null	null	1	9	0	1,217	0	null	null	CRASHED WHILE SLEDDING ON LOCAL PARK IN CANYON SUST INJ TO L SIDE OF NECK DX CERVICAL SPINE STRAIN	S	28	66.738197	2,005
null	2005-01-02T00:00:00	32	1	1	null	null	82	59	null	null	null	null	1	1	0	1,141	1,894	null	null	MOVING ITEMS AROUND IN STORAGE AREA AT HOME WHEN TRIPPED OVER A BOX ANDFELL THRU WINDOW SUST LAC TO L HAND D L HAND LAC EXTENSOR TENDON LAC	S	28	66.738197	2,005
null	2005-01-02T00:00:00	11	1	1	null	null	79	53	null	null	null	null	1	9	0	3,283	5,031	null	null	SNOWBOARDING AT LOCAL RESORT WHEN RUN OVER BY SKIER KNOCKED DOWN W SKIHITTING BACK DX ACUTE LOWER BACK CONTUSION W SPASMS	S	28	66.738197	2,005
null	2005-01-02T00:00:00	26	2	1	null	null	30	64	null	null	null	null	1	9	0	5,031	0	null	null	FELL WHILE SNOWBOARDING AT LOCAL SKI RESORT SUST INJ TO R SHOULDERDX R SHOULDER STRAIN POSSIBLE ROTATOR CUFF TEAR	S	28	66.738197	2,005
null	2005-01-01T00:00:00	19	2	1	null	null	32	64	null	null	null	null	1	1	0	1,842	0	null	null	AT TOP OF STAIRS AT HOME WHEN FELL DOWN DOESN T REMEMBER MECHANICS OF FALL SUST INJ TO L ELBOW DX L ELBOW CONTUSION AND SPRAIN	S	28	66.738197	2,005
null	2005-01-01T00:00:00	17	1	1	null	null	37	64	null	null	null	null	1	9	0	3,283	0	null	null	JUMPED WHILE SKIING COMING DOWN HARD SUST INJ TO L ANKLEDX L ANKLE AND FOOT SPRAIN W CONTUSION	S	28	66.738197	2,005
null	2005-01-01T00:00:00	20	1	1	null	null	75	59	null	null	null	null	1	8	0	1,205	0	null	null	PLAYING BASKETBALL AT COLLEGE SUST LAC TO SCALP FROM ANOTHER PLAYER SELBOW DX L SCALP LAC STAPLE REPAIR	S	28	66.738197	2,005
null	2005-01-01T00:00:00	28	2	1	null	null	32	53	null	null	null	null	1	1	0	1,842	1,807	null	null	PATIETN FELL DOWN STEPS FROM LAUNDRY ROOM TO CONCRETE FLOOR AT HOME.DX-RIGHT ELBOW CONTUSIONS.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	214	1	2	null	null	75	63	null	null	null	null	1	1	0	670	0	null	null	PATIENT FELL, HIT HEAD ON RECLINER AT HOME. DX-PUNCTURE WOUND SCALP.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	35	2	1	null	null	30	64	null	null	null	null	1	1	0	1,141	0	null	null	PATIENTW AS CLEANING UP FROM CHRISTMAS, LIFTING BOXES C/O SHOULDERBOXES. DX-SHOULDER AND NECK STRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	34	1	1	null	null	83	64	null	null	null	null	1	1	0	611	0	null	null	PATIENT FELL GETTING OUT OF THE BATHTUB AT HOME. DX-RIGHT FOOT ANDANKLE SPRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	14	1	2	null	null	33	57	null	null	null	null	1	1	0	1,211	0	null	null	PATIENT WAS PLAYING FOOTBALL AT AUNT'S HOUSE FELL BACK LANDING ONHAND. DX-LEFT DISTAL RADIUS FRACTURE.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	37	2	1	null	null	79	64	null	null	null	null	1	5	0	1,842	0	null	null	PATIENT WAS WALKING DOWN THE STAIRS AT *** MOVIE THEATRE, TRIPPEDAND FELL DOWN THE STEPS. DX-LUMBAR STRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	52	1	2	null	null	92	59	null	null	null	null	1	0	0	464	0	null	null	PATIENT CAUGHT A KNIFE WITH HIS LEFT HAND, CUT LITTLE FINGER. DX-5CMLACERATION FINGER, 4CM LACERATION FOREARM.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	10	1	1	null	null	37	64	null	null	null	null	1	1	0	1,233	0	null	null	PATIENT WAS JUMPING ON THE TRAMPOLINE, LANDED WRONG WAY AT HOME.DX-RIGHT ANKLE SPRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	33	1	2	null	null	79	71	null	null	null	null	1	0	0	1,205	0	null	null	PATIENT WAS PLAYING BASKETBALL INJURED LOW BACK. DX-LUMBAR PAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	56	1	1	null	null	35	53	null	null	null	null	1	1	0	572	1,707	null	null	PATIENT WAS IN AN ELECTRICAL WHEELCHAIR, RAN INTO A BIG SCREEN TV ATHOME, C/O KNEE PAIN. DX-RIGHT KNEE CONTUSIONS.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	47	2	1	null	null	31	64	null	null	null	null	1	1	0	4,014	0	null	null	PATIENT HURT HER BACK WHILE MOVING FURNITURE AT HOME. DX-CHEST WALLSTRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	2	1	2	null	null	83	53	null	null	null	null	1	1	0	679	0	null	null	PATIENT JUMPED OFF THE COUCH AT HOME. DX-FOOT CONTUSION.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	4	1	2	null	null	76	58	null	null	null	null	1	1	0	5,040	0	null	null	PATIETN FELL OFF HIS BIKE AT HOME. DX-HEAD CONTUSION WITH FOREHEADHEMATOMA.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	24	2	2	null	null	93	53	null	null	null	null	1	1	0	1,893	0	null	null	PATIENT RAN INTO THE CORNER OF A DOOR AND INJURED LEFT 2ND TOE AT HOME.DX-CONTUSION TOE, TRAUMA.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	32	2	1	null	null	79	53	null	null	null	null	1	0	0	687	0	null	null	PATIENT WENT TO SIT ON A BENCH AND MISSED THE SEAT, FELL. DX-COCCYGEALCONTUSION.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	35	1	2	null	null	33	59	null	null	null	null	1	0	0	1,894	0	null	null	PATIENT CUT HIS LEFT FOREARM ON GLASS WINDOW, LOST BALANCE.DX-LACERATION LEFT FOREARM, COMPLEX 10 CM, 26 SUTURES.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	2	2	1	null	null	85	68	null	null	null	null	1	1	0	954	0	null	null	PATIETN SWALLOWED *** CLEANER AT HOME. DX-CLEANER INGESTED,CHEMICAL BURN TO SKIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	73	1	1	null	null	79	64	null	null	null	null	1	1	0	1,439	0	null	null	PATIENT LIFTED A LAWNMOWER AT HOME, NOW HAVING SEVERE LOW BACK PAIN.DX-LUMBAR STRAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	47	1	2	null	null	79	71	null	null	null	null	1	1	0	4,014	0	null	null	PATIENT WAS MOVING FURNITURE AT HOME AND SUSTAINED LOW BACK PAIN.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	211	1	2	null	null	85	68	null	null	null	null	1	1	0	960	0	null	null	PATIENT WAS PLAYING WITH PAINT, NOTICED PAINT ON TEETH AT HOME.DX-PAINT INGESTION.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	40	1	1	null	null	31	53	null	null	null	null	1	1	0	5,004	0	null	null	PATIENT TRIPPED ON TOYS IN THE BATHROOM AT HOME, FELL. DX-LEFT CHESTWALL CONTUSIONS.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	61	1	1	null	null	79	57	null	null	null	null	1	1	0	281	0	null	null	PATIENT LIFTED A STOVE AT HOME, HEARD A POP WHILE LIFTING STOVE.DX-L3-L4 FRACTURE.	V	64	15.5095	2,005
null	2005-01-02T00:00:00	59	1	2	null	null	36	51	null	null	null	null	4	1	0	388	0	null	null	PATIENT WAS LAYING IN FRONT OF AN ELECTRIC HEATER AT HOME, C/O LEFG PAIPAIN. DX-2ND DEGREE THERMAL BURN RIGHT LOWER LEG, RENAL FAILURE.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	84	1	1	null	null	79	57	null	null	null	null	4	0	0	1,313	0	null	null	PATIENT FELL WHILE WATCHING FIREWORKS. DX-LEFT HIP FRACTURE.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	67	2	1	null	null	75	57	null	null	null	null	4	1	0	4,078	0	null	null	PATIENT FELL OFF ATTIC LADDER AT HOME, SWELLING TO SCALP. DX-SKULLFRACTURE, LEFT FRONTAL LOBE INJURY.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	72	1	1	null	null	36	57	null	null	null	null	4	1	0	4,078	0	null	null	PATIENT FELL FROM A LADDER AT HOME. DX-FRACTURE LEFT TIB/FIB.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	60	2	1	null	null	79	57	null	null	null	null	4	1	0	1,807	0	null	null	PATIENT SLIPPED ON THE KITCHEN FLOOR AT HOME AND FELL ON THE FLOOR.DX-LEFT HIP FRACTURE.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	72	1	1	null	null	75	62	null	null	null	null	1	1	0	1,807	0	null	null	PATIENT HAD A SYNCOPE SPELL AT HOME, FELL ON THE FLOOR. DX-SUBRACHNOIDHEMORRHAGE, LEFT EYEBROW LACERATION.	V	64	15.5095	2,005
null	2005-01-01T00:00:00	58	1	1	null	null	92	48	null	null	null	null	1	0	0	1,934	0	null	null	BURNED HIS FINGERS ON HIS RIGHT HAND ON 12/30/04 WITH SCALDING WATER.SECOND DEGREE BURN RIGHT INDEX AND MIDDLE FINGER.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	51	1	1	null	null	31	71	null	null	null	null	1	1	0	115	480	null	null	WAS VACCUMING AND MOPING THE FLOOR, STARTED HAVING CHEST PAIN.CHEST PAIN.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	84	2	1	null	null	35	53	null	null	null	null	1	1	0	1,144	0	null	null	FELL SEVERAL WEEKS AGO AT HOME AND C/O PAIN TO RT KNEE WHILE TAKINGOUT THE TRASH BAGS . RT KNEE CONTUSION.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	38	2	1	null	null	36	59	null	null	null	null	1	5	0	4,056	0	null	null	HIT HER RIGHT SHIN ON SHELF AT ***. C/O PAIN. LACERATION TO RIGHT LOWERLEG.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	26	2	1	null	null	37	64	null	null	null	null	1	0	0	4,074	0	null	null	TRIPPED OVER A CHAIR IN THE VAN AND LANDED ON HER RT FOOT, C/O PAIN.SPRAIN TO RIGHT ANKLE.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	21	2	1	null	null	75	62	null	null	null	null	1	5	0	4,057	0	null	null	WAS DRINKING AND HIT HEAD ON THE HEATER AND TABLE. HEAD TRAUMA.ETOH INTOXICATION.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	24	1	1	null	null	89	64	null	null	null	null	1	4	0	3,286	0	null	null	4 WHEELER ACCIDENT, HIT A DITCH. C/O JAW AND CHEST PAIN. NECK STRAINAND CHEST CONTUSION.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	2	1	1	null	null	92	57	null	null	null	null	1	5	0	1,206	0	null	null	DROPPED BOWLING BALL ON HIS LEFT MIDDLE FINGER, C/O PAIN. FX 3RD DISTALFINGER.	S	92	66.738197	2,005
null	2005-01-01T00:00:00	84	1	1	null	null	75	53	null	null	null	null	1	1	0	4,014	1,807	null	null	PAIN IN HEAD AFTER FALLING TO THE FLOOR AND HITTNG HEAD ON A PEICE OF FURNITURE	S	4	66.738197	2,005
null	2005-01-01T00:00:00	90	1	1	null	null	81	57	null	null	null	null	2	1	0	618	0	null	null	PAIN IN RIGH TLEG AFTER FALLING OFF A STEP LADDER	S	4	66.738197	2,005
null	2005-01-01T00:00:00	87	2	1	null	null	81	57	null	null	null	null	2	1	0	1,807	0	null	null	PAIN IN LEFT LEG AFTER FALLING TO THE FLOOR	S	4	66.738197	2,005
null	2005-01-01T00:00:00	4	1	1	null	null	88	59	null	null	null	null	1	1	0	1,817	0	null	null	LACERATION TO THE UPPER LIP AFTER FALLING ON THE PORCH	S	4	66.738197	2,005
null	2005-01-01T00:00:00	14	2	2	null	null	35	63	null	null	null	null	1	1	0	1,237	0	null	null	PAIN IN THE BACK OF KNEE AFTER BEING SHOT WITH A BB GUN BY HER STEP BROTHER	S	4	66.738197	2,005
null	2005-01-01T00:00:00	84	1	1	null	null	31	71	null	null	null	null	1	1	0	1,807	0	null	null	PAIN IN CHEST AFTER FALLING TO THE FLOOR	S	4	66.738197	2,005
null	2005-01-02T00:00:00	26	2	2	null	null	35	64	null	null	null	null	1	1	0	1,842	0	null	null	PAIN IN THE LEFT KNEE AFTER FALLING DOWN THE STEPS	S	4	66.738197	2,005
null	2005-01-02T00:00:00	56	1	1	null	null	92	59	null	null	null	null	1	1	0	464	0	null	null	LACERATION TO THE LET THUMB AFTER POCKET KNIFE SLIPPED WHILE HE WAS CUTTING THE GASLINE OF A CAR	S	4	66.738197	2,005
null	2005-01-02T00:00:00	41	2	1	null	null	33	59	null	null	null	null	1	1	0	1,894	0	null	null	LACERATION TO THE RIGHT FOREARM AFTER FALLING IN HER GREENHOUSE AND ARMWENT THROUGH THE WINDOW	S	4	66.738197	2,005
null	2005-01-02T00:00:00	58	1	1	null	null	37	57	null	null	null	null	1	1	0	4,077	0	null	null	PAIN IN THE RIGHT ANKLE AFTER FALLING OFF A 15 FOOT LADDER WHILE TRIMING BUSHES	S	4	66.738197	2,005
null	2005-01-01T00:00:00	21	1	1	null	null	93	57	null	null	null	null	6	1	0	1,878	0	null	null	RAN INTO DOOR JAMB AND FRACTURED TOE	S	70	66.738197	2,005
null	2005-01-01T00:00:00	63	2	1	null	null	36	57	null	null	null	null	2	1	0	3,286	0	null	null	HAD 4-WHEELER MVC AND FRACTURED LOWER LEG	S	70	66.738197	2,005
null	2005-01-01T00:00:00	68	2	2	null	null	79	64	null	null	null	null	1	1	0	1,403	0	null	null	STRAINED LOWER BACK WHILE USING RAKE AT HOME	S	70	66.738197	2,005
null	2005-01-01T00:00:00	72	2	2	null	null	83	63	null	null	null	null	1	1	0	431	0	null	null	STEPPED ON A TOOTHPICK AND PUNCTURED FOOT	S	70	66.738197	2,005
null	2005-01-01T00:00:00	2	1	2	null	null	82	59	null	null	null	null	1	1	2	1,313	0	null	null	LACERATED HAND WHEN FIRECRACKER BLEW UP IN HAND FIRE DEPT DID NOT ATTEND	S	70	66.738197	2,005
null	2005-01-01T00:00:00	19	1	1	null	null	36	57	null	null	null	null	2	1	0	1,817	0	null	null	FELL OFF BALCONEY AND FRACTURED LOWER LEG	S	70	66.738197	2,005
null	2005-01-01T00:00:00	6	1	2	null	null	77	51	null	null	null	null	1	1	2	1,313	0	null	null	FIRECRACKER BLEW UP IN EYE AND SUSTAINED A BURN	S	70	66.738197	2,005
null	2005-01-01T00:00:00	36	2	0	null	null	82	53	null	null	null	null	1	1	0	1,842	0	null	null	PT WAS INJURED WHEN FALLING ON STAIRSDX: LEFT HAND CONTUSION	S	19	66.738197	2,005
null	2005-01-01T00:00:00	22	1	0	null	null	79	64	null	null	null	null	1	5	0	1,290	0	null	null	PT WAS INJURED WHILE SNOWMOBILINGDX: LUMBAR STRAIN	S	19	66.738197	2,005
null	2005-01-01T00:00:00	38	1	3	null	null	82	53	null	null	null	null	1	0	0	1,207	1,865	null	null	HIT POLE WHILE BOXING, HURT HAND DX: CONTUSION HAND	V	33	15.5095	2,005
null	2005-01-01T00:00:00	15	1	1	null	null	76	51	null	null	null	null	1	0	0	1,313	0	null	null	BURNS TO FACE FROM FIRE CRACKERDX: 2ND DEGREE BURN TO FACE	V	33	15.5095	2,005
null	2005-01-01T00:00:00	4	2	1	null	null	0	41	null	null	null	null	1	0	0	5,004	0	null	null	SWALLED A TOY BELL DX: INGESTION OF METALLIC FB	V	33	15.5095	2,005
null	2005-01-01T00:00:00	19	2	3	null	null	75	59	null	null	null	null	1	0	0	1,135	0	null	null	HIT IN HEAD W/BOTTLE, LAC TO HEAD DX: SCALP LAC	V	33	15.5095	2,005
null	2005-01-01T00:00:00	14	2	2	null	null	0	41	null	null	null	null	1	0	0	1,650	0	null	null	SWALLOWED STAPLES DX: INGESTION FB	V	33	15.5095	2,005

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NEISS Injury Data

7.3 million emergency department injury records from 2005 to 2024, consolidated into a single query-ready Parquet file.

NEISS Injury Data

Overview

NEISS Injury Data is the most complete publicly available consolidation of National Electronic Injury Surveillance System records, covering 7,326,429 emergency department visits associated with consumer products, sports, and activities from 2005 through 2024. Each record is one ED visit drawn from the CPSC-operated probability sample of approximately 100 US hospital emergency departments. A year column added during consolidation enables cross-year queries on the full 20-year dataset without joining separate annual files. All records are de-identified and publicly available from the US Consumer Product Safety Commission.

Statement of Need

Injury surveillance research typically requires downloading and joining 20 separate NEISS annual files, each with slightly different column encodings and file formats. This dataset consolidates all available NEISS records from 2005 through 2024 into a single Parquet file, enabling cross-year queries on the full 20-year record without custom ETL. Researchers studying injury trends, product safety, sports medicine, or emergency department utilization can load the full dataset in a single call and apply NEISS sampling weights to produce national estimates.

Intended Use

This dataset is intended for researchers, epidemiologists, and public health analysts studying consumer product injury trends, sports and recreational injury patterns, emergency department utilization, and population-level injury burden. It is suitable for academic research, policy analysis, and data journalism. It is not intended for individual-level clinical decision support or any application that treats these aggregate surveillance records as individual patient data.

Limitations

NEISS is a probability sample of approximately 100 US hospital emergency departments and is designed to produce national estimates via the Weight column, not to enumerate individual cases. Raw row counts do not represent actual injury counts. Narrative fields are free text and may contain inconsistent formatting. Diagnosis and product codes require the official NEISS coding manual for interpretation. The dataset covers ED visits only and does not include injuries treated in other settings or fatalities without an ED visit. Race and ethnicity coding has changed across years and should be interpreted with caution in longitudinal analyses.

Dataset Structure

Splits

Split	Rows
train	7,326,429

Features

Column	Type	Description
`CPSC_Case_Number`	`int64`	Unique case identifier assigned by CPSC.
`Treatment_Date`	`timestamp`	Date of the emergency department visit.
`Age`	`int16`	Patient age in years.
`Sex`	`int8`	1=Male, 2=Female.
`Body_Part`	`int16`	Primary body part injured (NEISS code).
`Diagnosis`	`int16`	Primary diagnosis code (e.g., 47=Fracture).
`Disposition`	`int8`	Case outcome code (1=Treated/Released, 4=Admitted).
`Product_1`	`int32`	Primary product or activity associated with the injury (NEISS code).
`Narrative_1`	`string`	Free-text narrative describing the injury circumstances.
`Weight`	`float32`	Sample weight for computing national injury estimates.
`year`	`int16`	Calendar year of the ED visit (added during consolidation).

Usage

from datasets import load_dataset

ds = load_dataset("Layered-Labs/neiss-injury-data")
print(ds)

Example

import pandas as pd

df = pd.read_parquet("hf://datasets/Layered-Labs/neiss-injury-data/neiss_all.parquet")

# All pickleball injuries, 2015-2024
picks = df[(df["Product_1"] == 3235) & (df["year"] >= 2015)]

# National estimate: sum sample weights
national_estimate = picks["Weight"].sum()
print(f"Estimated national pickleball injuries 2015-2024: {national_estimate:,.0f}")

Citation

If you use this dataset in your research, please cite:

@dataset{layeredlabs2025neiss,
  title     = {NEISS Injury Data 2005-2024},
  author    = {{Layered Labs}},
  year      = {2025},
  publisher = {Hugging Face},
  url       = {https://huggingface.co/datasets/Layered-Labs/neiss-injury-data},
  note      = {Consolidated from US Consumer Product Safety Commission NEISS annual files}
}

License

Released under the OTHER License. Maintained by Layered Labs.

Downloads last month: 27

Size of downloaded dataset files:

415 MB

Size of the auto-converted Parquet files:

415 MB

Number of rows:

7,326,429