View Metadata
US consumer expenditures on personal care by market area, 2021-2026
- Identification Information
- Data Quality Information
- Spatial Data Organization Information
- Entity and Attribute Information
- Distribution Information
- Metadata Reference Information
- Identification Information
- Citation
- Originator
- Esri
- Publication Date
- 20210601
- Title
- US consumer expenditures on personal care by market area, 2021-2026
- Geospatial Data Presentation Form
- vector digital data
- Online Linkage
- https://figgy.princeton.edu/downloads/457df80f-ecbf-4ede-b4d4-9773e6e00608/file/2401e1f1-66e5-4938-8f0e-a3d1a5ab6799
- Abstract
- Consumer spending on personal care in the United States as calculated for 2021 and projected for 2026. Data are provided at the level of designated market areas (DMAs) as defined by The Nielsen Company.
- Purpose
- For GIS analysis of consumer spending.
- Supplemental Information
- For further information on this dataset's production, refer to the "Lineage" section of this record or to the following: https://storymaps.arcgis.com/stories/ba42e0b000d0430faf8764931fc7e75e
- Temporal Extent
- Currentness Reference
- Time frame of consumer spending.
- Time Period
- Beginning
- 20210101
- End
- 20261231
- Bounding Box
- West
- -178.306700
- East
- -66.950019
- North
- 65.839420
- South
- 18.911720
- Theme Keyword
- designated market areas
- DMA
- media markets
- consumers
- consumption
- expenditures
- spending
- households
- surveys
- prices
- personal care
- services
- toiletries
- cosmetics
- hair
- hygiene
- Theme Keyword Thesaurus
- None
- Theme Keyword
- economy
- Theme Keyword Thesaurus
- ISO 19115 Topic Categories
- Place Keyword
- United States
- Place Keyword Thesaurus
- None
- Temporal Keyword
- 2021
- 2026
- Temporal Keyword Thesaurus
- None
- Access Restrictions
- None
- Use Restrictions
- Data are licensed to Princeton University-affiliated persons only.
- Status
- Complete
- Maintenance and Update Frequency
- Annually
- Point of Contact
- Contact Organization
- Map and Geospatial Information Center, Lewis Library, Princeton University
- City
- Princeton
- State
- NJ
- Postal Code
- 08544
- Country
- US
- Contact Telephone
- 609-258-1097
- Credit
- Esri
- Native Data Set Environment
- Microsoft Windows 10 Version 10.0 (Build 19044) ; Esri ArcGIS 13.0.0.36056
- Data Quality Information
- Lineage
- Source
- Originator
- U. S. Bureau of Labor Statistics
- Title
- Consumer Expenditure Surveys
- Online Linkage
- https://www.bls.gov/cex/data.htm
- Type of Source Media
- onLine
- Contribution
- Bureau of Labor Statistics CEX data
- Source
- Originator
- U. S. Bureau of Economic Analysis
- Title
- Consumer Spending
- Online Linkage
- https://www.bea.gov/data/consumer-spending/main
- Type of Source Media
- onLine
- Contribution
- Bureau of Economic Analysis PCE data
- Source
- Title
- DMA (Designated Market Area) Regions
- Online Linkage
- https://markets.nielsen.com/us/en/contact-us/intl-campaigns/dma-maps/
- Type of Source Media
- onLine
- Contribution
- Nielsen DMA boundaries
- Spatial Data Organization Information
- Direct Spatial Reference Method
- Vector
- Point and Vector Object Information
- SDTS Terms Description
- SDTS Point and Vector Object Type
- GT-polygon composed of chains
- Point and Vector Object Count
- 210
- Entity and Attribute Information
- Entity Type
- Entity Type Label
- DMA
- Entity Type Definition
- Polygons representing Designated Market Areas.
- Entity Type Definition Source
- Nielsen
- Attributes
- FID
- Internal feature number. (Sequential unique whole numbers that are automatically generated.)
- Definition Source
- Esri
- Shape
- Feature geometry. (Coordinates defining the features.)
- Definition Source
- Esri
- ID
- Unique code for market area (Positive integers assigned to market areas.)
- Definition Source
- ESRI
- NAME
- Name of market area (Designated Market Area RegionsNielsen)
- Definition Source
- ESRI
- ST_ABBREV
- Abbreviation for principal state in market area (U. S. state abbreviationsU. S. Postal Service)
- Definition Source
- ESRI
- Shape_Leng
- Perimeter of market region (Positive real numbers that are automatically generated.)
- Definition Source
- ESRI
- Shape_Area
- Area of market region (Positive real numbers that are automatically generated.)
- Definition Source
- ESRI
- X10001_X
- 2021 Personal Care Products Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10001_A
- 2021 Personal Care Products Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10001_I
- 2021 Personal Care Products Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10002_X
- 2021 Personal Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10002_A
- 2021 Personal Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10002_I
- 2021 Personal Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10003_X
- 2021 Hair Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10003_A
- 2021 Hair Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10003_I
- 2021 Hair Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10004_X
- 2021 Nonelectric Articles for Hair (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10004_A
- 2021 Nonelectric Articles for Hair: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10004_I
- 2021 Nonelectric Articles for Hair: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10005_X
- 2021 Wigs Hairpieces (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10005_A
- 2021 Wigs Hairpieces: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10005_I
- 2021 Wigs Hairpieces: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10006_X
- 2021 Oral Hygiene Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10006_A
- 2021 Oral Hygiene Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10006_I
- 2021 Oral Hygiene Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10007_X
- 2021 Shaving Needs (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10007_A
- 2021 Shaving Needs: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10007_I
- 2021 Shaving Needs: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10008_X
- 2021 Cosmetics/Perfume/Bath/Skincare/Nail Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10008_A
- 2021 Cosmetics/Perfume/Bath/Skincare/Nail Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10008_I
- 2021 Cosmetics/Perfume/Bath/Skincare/Nail Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10009_X
- 2021 Deodorant/Female Hygiene/Misc Personal Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10009_A
- 2021 Deodorant/Female Hygiene/Misc Personal Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10009_I
- 2021 Deodorant/Female Hygiene/Misc Personal Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10010_X
- 2021 Adult Diapers (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10010_A
- 2021 Adult Diapers: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10010_I
- 2021 Adult Diapers: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10011_X
- 2021 Personal Care Appliances (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10011_A
- 2021 Personal Care Appliances: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10011_I
- 2021 Personal Care Appliances: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10012_X
- 2021 Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10012_A
- 2021 Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10012_I
- 2021 Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10013_X
- 2021 Female Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10013_A
- 2021 Female Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10013_I
- 2021 Female Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10014_X
- 2021 Male Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10014_A
- 2021 Male Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10014_I
- 2021 Male Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10001FY_X
- 2026 Personal Care Products Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10001FY_A
- 2026 Personal Care Products Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10001FY_I
- 2026 Personal Care Products Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10002FY_X
- 2026 Personal Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10002FY_A
- 2026 Personal Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10002FY_I
- 2026 Personal Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10003FY_X
- 2026 Hair Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10003FY_A
- 2026 Hair Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10003FY_I
- 2026 Hair Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10004FY_X
- 2026 Nonelectric Articles for Hair (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10004FY_A
- 2026 Nonelectric Articles for Hair: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10004FY_I
- 2026 Nonelectric Articles for Hair: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10005FY_X
- 2026 Wigs Hairpieces (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10005FY_A
- 2026 Wigs Hairpieces: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10005FY_I
- 2026 Wigs Hairpieces: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10006FY_X
- 2026 Oral Hygiene Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10006FY_A
- 2026 Oral Hygiene Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10006FY_I
- 2026 Oral Hygiene Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10007FY_X
- 2026 Shaving Needs (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10007FY_A
- 2026 Shaving Needs: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10007FY_I
- 2026 Shaving Needs: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10008FY_X
- 2026 Cosmetics/Perfume/Bath/Skincare/Nail Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10008FY_A
- 2026 Cosmetics/Perfume/Bath/Skincare/Nail Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10008FY_I
- 2026 Cosmetics/Perfume/Bath/Skincare/Nail Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10009FY_X
- 2026 Deodorant/Female Hygiene/Misc Personal Care Products (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10009FY_A
- 2026 Deodorant/Female Hygiene/Misc Personal Care Products: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10009FY_I
- 2026 Deodorant/Female Hygiene/Misc Personal Care Products: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10010FY_X
- 2026 Adult Diapers (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10010FY_A
- 2026 Adult Diapers: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10010FY_I
- 2026 Adult Diapers: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10011FY_X
- 2026 Personal Care Appliances (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10011FY_A
- 2026 Personal Care Appliances: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10011FY_I
- 2026 Personal Care Appliances: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10012FY_X
- 2026 Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10012FY_A
- 2026 Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10012FY_I
- 2026 Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10013FY_X
- 2026 Female Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10013FY_A
- 2026 Female Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10013FY_I
- 2026 Female Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- X10014FY_X
- 2026 Male Personal Care Services (Aggregate amount spent by all households in market area.)
- Definition Source
- ESRI
- X10014FY_A
- 2026 Male Personal Care Services: Average (Average amount spent per household in market area.)
- Definition Source
- ESRI
- X10014FY_I
- 2026 Male Personal Care Services: Index (Average local spending expressed as a percentage of average spending nationally.)
- Definition Source
- ESRI
- Distribution Information
- Name
- Metadata Reference Information
- Metadata Date
- 20230125
- Metadata Contact
- Contact Information
- Contact Organization Primary
- Contact Organization
- Map and Geospatial Information Center, Lewis Library, Princeton University
- Contact Address
- City
- Princeton
- State or Province
- NJ
- Postal Code
- 08544
- Country
- US
- Contact Voice Telephone
- 609-258-1097
- Metadata Standard Name
- FGDC Content Standard for Digital Geospatial Metadata
- Metadata Standard Version
- FGDC-STD-001-1998