Healthcare
19 columns
65 rows
8 formats

Healthcare Facility Waste Audit

This dataset provides detailed records of healthcare facility waste audits, including facility information, waste types and quantities, disposal methods, compliance status, and ESG reporting flags. It enables operational managers and sustainability teams to analyze waste generation patterns, optimize disposal practices, and ensure regulatory compliance across multiple facilities.

last updated 23 Nov 2025
by GoMask

The brief that made it

Tracking and optimizing medical waste generation and disposal across facilities

Sample rows

preview · 8 of 65 rows · all 19 columns

audit_idstring	facility_typestring	waste_quantity_kgfloat	waste_handling_complianceboolean	waste_disposal_vendorstring	facility_idstring	facility_namestring	facility_street_addressstring	facility_citystring	facility_statestring	facility_postal_codestring	facility_countrystring	audit_datedate	waste_typestring	waste_disposal_methodstring	waste_storage_duration_daysinteger	audit_conducted_bystring	audit_notesstring	esg_reporting_flagboolean
AUDIT-001	hospital	215.4	true	Stericycle	FAC-1001	St. Mary Hospital	1200 Main St	Dallas	TX	75201	USA	2024-03-03	infectious	incineration	2	J. Martinez	All infectious waste properly labeled.	true
AUDIT-002	clinic	58.8	true	EcoWaste	FAC-1023	Green Valley Clinic	92 Willow Rd	Phoenix	AZ	85004	USA	2024-02-27	general	landfill	4	S. Lee	No hazardous items in general waste.	false
AUDIT-003	laboratory	13.2	true	ChemSafe	FAC-1055	Central Lab Solutions	58 Research Blvd	Austin	TX	78712	USA	2024-03-10	chemical	chemical treatment	1	A. Patel	Chemical spills documented.	true
AUDIT-004	hospital	25.7	false	Stericycle	FAC-1001	St. Mary Hospital	1200 Main St	Dallas	TX	75201	USA	2024-03-17	pharmaceutical	incineration	3	D. Nguyen	Some expired drugs not segregated.	false
AUDIT-005	pharmacy	11.3	true	PharmaClean	FAC-1062	Metro Pharmacy	44 Metro Ave	Seattle	WA	98101	USA	2024-03-08	pharmaceutical	incineration	2	H. Kim	Expired medications disposed safely.	true
AUDIT-006	hospital	34.5	true	SafeNeedle	FAC-1041	Northside Medical Center	808 North St	Denver	CO	80203	USA	2024-02-19	sharps	autoclave	1	E. Gardner	Sharps bins replaced regularly.	true
AUDIT-007	clinic	17.2	true	RecyclePro	FAC-1023	Green Valley Clinic	92 Willow Rd	Phoenix	AZ	85004	USA	2024-03-12	recyclable	recycling	5	S. Lee	Improved segregation of recyclables.	false
AUDIT-008	laboratory	49.8	true	SafeNeedle	FAC-1055	Central Lab Solutions	58 Research Blvd	Austin	TX	78712	USA	2024-03-13	infectious	autoclave	2	A. Patel	All infectious waste autoclaved.	true
AUDIT-009	clinic	33.1	false	EcoWaste	FAC-1077	Sunrise Community Clinic	2112 Sunrise Dr	San Diego	CA	92103	USA	2024-02-25	general	landfill	3	M. O'Brien	Some recyclables found in general waste.	false
AUDIT-010	laboratory	21	true	ChemSafe	FAC-1099	Pacific Medical Research	700 Pacific Pkwy	San Francisco	CA	94115	USA	2024-03-06	chemical	chemical treatment	2	R. Singh	Proper chemical labeling observed.	true
AUDIT-011	pharmacy	8.6	true	RecyclePro	FAC-1062	Metro Pharmacy	44 Metro Ave	Seattle	WA	98101	USA	2024-03-14	recyclable	recycling	6	H. Kim	Increase in recyclable materials.	false
AUDIT-012	hospital	120.1	true	Stericycle	FAC-1041	Northside Medical Center	808 North St	Denver	CO	80203	USA	2024-03-09	infectious	incineration	1	E. Gardner	Compliant with biohazard protocols.	true
AUDIT-013	clinic	10.9	true	SafeNeedle	FAC-1077	Sunrise Community Clinic	2112 Sunrise Dr	San Diego	CA	92103	USA	2024-03-01	sharps	autoclave	2	M. O'Brien	Sharps container overfilled.	true
AUDIT-014	laboratory	2.3	true	blank	FAC-1099	Pacific Medical Research	700 Pacific Pkwy	San Francisco	CA	94115	USA	2024-02-17	other	other	0	R. Singh	Miscellaneous lab items disposed.	false
AUDIT-015	hospital	92.6	true	EcoWaste	FAC-1001	St. Mary Hospital	1200 Main St	Dallas	TX	75201	USA	2024-02-28	general	landfill	4	J. Martinez	General waste bins emptied regularly.	false
AUDIT-016	clinic	7.8	true	PharmaClean	FAC-1023	Green Valley Clinic	92 Willow Rd	Phoenix	AZ	85004	USA	2024-03-16	pharmaceutical	incineration	3	S. Lee	Pharmaceutical waste segregated.	true
AUDIT-017	laboratory	29.6	true	EcoWaste	FAC-1055	Central Lab Solutions	58 Research Blvd	Austin	TX	78712	USA	2024-03-11	general	landfill	2	A. Patel	No hazardous waste in general bin.	false
AUDIT-018	hospital	22.7	true	RecyclePro	FAC-1041	Northside Medical Center	808 North St	Denver	CO	80203	USA	2024-03-15	recyclable	recycling	6	E. Gardner	Recyclable collection increased.	true
AUDIT-019	pharmacy	1.1	true	blank	FAC-1062	Metro Pharmacy	44 Metro Ave	Seattle	WA	98101	USA	2024-02-26	other	other	0	H. Kim	Miscellaneous packaging disposed.	false
AUDIT-020	clinic	9.4	true	ChemSafe	FAC-1077	Sunrise Community Clinic	2112 Sunrise Dr	San Diego	CA	92103	USA	2024-03-05	chemical	chemical treatment	1	M. O'Brien	No chemical leaks detected.	true

What the 65 rows show

from the 65-row sample

Hospital (facility type) stands out: mean waste_quantity_kg is 49.2, against 16.1 for the rest.

95%waste_handling_compliance = true
13.5median waste_quantity_kg
6waste disposal methods
7waste types
9facility states
11facility cities

Mean waste_quantity_kg by facility_type65 rows

waste_quantity_kg65 rows, in bands of 25

Median 13.5, from 0.90 to 215.4.

waste_disposal_vendor62 rows with a value · 3 left blank

Stericycle7
EcoWaste6
SafeNeedle6
ChemSafe5
RecyclePro5
PharmaSafe Disposal5
WasteAway Inc.5
PharmaClean4
SharpSafe Systems4
EcoCycle NW3

19 columns by typefrom the column list below

string 14
integer 1
float 1
date 1
boolean 2

Columns

19 columns in four groups

blueprint · 19 columns
column	type	description	example
Text 14 columns
`audit_id`	string	Unique identifier for each waste audit recordunique	AUDIT-001
`facility_id`	string	Unique identifier for the healthcare facility	FAC-1001
`facility_name`	string	Name of the healthcare facility	St. Mary Hospital
`facility_type`	string	Type of healthcare facility (e.g., hospital, clinic, laboratory)hospital · clinic · laboratory · pharmacy · other	hospital
`facility_street_address`	string	Street address of the healthcare facility	1200 Main St
`facility_city`	string	City where the healthcare facility is located11 cities	Dallas
`facility_state`	string	State or province of the healthcare facility9 states	TX
`facility_postal_code`	string	Postal code of the healthcare facility12 codes	75201
`facility_country`	string	Country where the healthcare facility is located	USA
`waste_type`	string	Type of waste audited (e.g., general, infectious, pharmaceutical, sharps, chemical, recyclable)7 values	infectious
`waste_disposal_method`	string	Method used for waste disposal (e.g., incineration, landfill, recycling, autoclave, chemical treatment)6 values	incineration
`waste_disposal_vendor`	string	Name of the third-party waste disposal vendor (if applicable)optional	Stericycle
`audit_conducted_by`	string	Name or ID of the person who conducted the audit	J. Martinez
`audit_notes`	string	Additional notes or observations from the auditoptional	Glass vials recycled.
Numbers 2 columns
`waste_quantity_kg`	float	Quantity of waste generated in kilograms0 or more	215.4
`waste_storage_duration_days`	integer	Number of days waste was stored before disposal0 or more · optional	2
Dates and times 1 column
`audit_date`	date	Date when the waste audit was conducted	2024-03-03
True or false 2 columns
`waste_handling_compliance`	boolean	Indicates if waste handling complied with regulations	true
`esg_reporting_flag`	boolean	Indicates if this audit is included in ESG (Environmental, Social, Governance) reportingoptional	true

Use it for

A healthcare dashboard
The waste_handling_compliance rate, waste_quantity_kg by facility_type and a breakdown of waste_disposal_vendor. Excel, Power BI or Tableau.
Why do the 21 hospital rows have a mean waste_quantity_kg of 49.2?
A root-cause class exercise
Hand out the rows and one question. The answer is in the data, not in the brief.
Audits65
AUDIT-001215.4hospital
AUDIT-00258.8clinic
AUDIT-00425.7hospital
A software demo
Believable audits with facility_id, facility_name and facility_type to fill a screen in front of a buyer.

This dataset65 rows19 columns

Yours10,000 rows19 columnsfacility_street_address: UK only

blueprint · healthcare-facility-waste-audit

Behind this dataset

Same schema. As many rows as you need.

These 65 rows came out of a blueprint — 19 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with

Each row represents a monthly waste audit per facility.
Waste types must be classified as infectious, recyclable, hazardous, or general.
Audit entries require documented disposal methods and compliance status.
Facilities must report total waste (kg) and recycling percentage.
Non-compliant entries flagged for review.

Rows1,000 rows10,000 rows100,000 rows1,000,000 rows

Open the blueprint in Data Factory

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Exports: CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence: yours to use, including commercially
API slug: healthcare-facility-waste-audit

What should your data show?

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Sample rows

What the 65 rows show

Columns

Use it for

A healthcare dashboard

A root-cause class exercise

A software demo

Make it yours.

Same schema. As many rows as you need.

More in Healthcare

What should your data show?