Recent comments in /f/dataisbeautiful

laurielinne t1_ja5kbse wrote

People are paying for the social atmosphere more than the coffee I think, a sort of stigma. Wow, I too can waste money on a drink that cost the amount equivalent to a can of coffee grounds from a grocery store. I think those people are idiots, but I’m just a someone who can care less about what others think about me.

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tildenpark OP t1_ja5hycr wrote

From the source:

>Originally drawn for the first edition, published in 2012, the sample comprises occupations that in 2012 were licensed by at least one state and recognized by the U.S. Bureau of Labor Statistics as ones in which practitioners earned incomes below the national average.

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vox_popular t1_ja5gtwk wrote

It's somewhat ironic that my use of Starbucks has negatively correlated with my own socioeconomic status. As financial freedom has seemed more within reach over the years, I just have the ability to make my own coffee at home which hits 90-95% of the quality.

1

tildenpark OP t1_ja5d9iu wrote

Data are from the 3rd Edition of the License to Work national survey, published in 2022 (link)

Visualization in Python with plotly.

Data consider 101 Low-Income Jobs:

Number of States Requiring License // Job Title

  • 51 Barber
  • 51 Bus Driver, City/Transit
  • 51 Cosmetologist
  • 51 Earth Driller, Water Well
  • 51 Emergency Medical Technician
  • 51 Manicurist
  • 51 Pest Control Applicator
  • 51 School Bus Driver
  • 51 Skin Care Specialist
  • 51 Truck Driver, Other
  • 51 Truck Driver, Tractor-Trailer
  • 51 Vegetation Pesticide Applicator
  • 50 Preschool Teacher, Public School
  • 49 Athletic Trainer
  • 48 Landscape Contractor (Residential)
  • 47 Coach, Head (High School Sports)
  • 47 Landscape Contractor (Commercial)
  • 45 Massage Therapist
  • 44 Child Care Home, Family
  • 44 Pharmacy Technician
  • 43 Fisher, Commercial
  • 43 Milk Sampler
  • 39 Fire Alarm Installer
  • 37 HVAC Contractor (Commercial)
  • 37 Makeup Artist
  • 37 Midwife, Direct Entry
  • 37 Mobile Home Installer
  • 37 Security Alarm Installer
  • 37 Sheet Metal Contractor, HVAC (Commercial)
  • 37 Travel Guide
  • 36 Sheet Metal Contractor, HVAC (Residential)
  • 36 Veterinary Technician
  • 35 HVAC Contractor (Residential)
  • 34 Security Guard, Unarmed
  • 33 Shampooer
  • 31 Gaming Supervisor
  • 31 Mason Contractor (Residential)
  • 31 Sheet Metal Contractor, Other (Residential)
  • 30 Carpenter/Cabinet Maker Contractor (Residential)
  • 30 Cement Finishing Contractor (Residential)
  • 30 Drywall Installation Contractor (Residential)
  • 30 Gaming Cage Worker
  • 30 Glazier Contractor (Residential)
  • 30 Insulation Contractor (Residential)
  • 30 Iron/Steel Contractor (Residential)
  • 29 Animal Breeder
  • 29 Bill Collection Agency
  • 29 Door Repair Contractor (Residential)
  • 29 Gaming Dealer
  • 29 Slot Supervisor
  • 28 Auctioneer
  • 28 Paving Contractor (Residential)
  • 28 Taxidermist
  • 28 Terrazzo Contractor (Residential)
  • 27 Floor Sander Contractor (Residential)
  • 27 Painting Contractor (Residential)
  • 27 Pipelayer Contractor
  • 26 Glazier Contractor (Commercial)
  • 26 Iron/Steel Contractor (Commercial)
  • 26 Mason Contractor (Commercial)
  • 26 Sheet Metal Contractor, Other (Commercial)
  • 25 Carpenter/Cabinet Maker Contractor (Commercial)
  • 25 Drywall Installation Contractor (Commercial)
  • 24 Cement Finishing Contractor (Commercial)
  • 24 Door Repair Contractor (Commercial)
  • 24 Insulation Contractor (Commercial)
  • 24 Paving Contractor (Commercial)
  • 24 Weigher
  • 23 Terrazzo Contractor (Commercial)
  • 23 Wildlife Control Operator
  • 22 Floor Sander Contractor (Commercial)
  • 22 Interpreter, Sign Language
  • 22 Optician
  • 22 Painting Contractor (Commercial)
  • 16 Crane Operator
  • 13 Taxi Driver/Chauffeur
  • 12 Bartender
  • 12 Locksmith
  • 10 Farm Labor Contractor
  • 9 Upholsterer
  • 8 Dental Assistant
  • 8 Tree Trimmer
  • 7 Animal Control Officer
  • 7 Animal Trainer
  • 7 Packer
  • 7 Title Examiner
  • 5 Teacher Assistant, Non-Instructional
  • 5 Travel Agency
  • 4 Psychiatric Technician
  • 4 Still Machine Setter, Dairy Equipment
  • 3 Electrical Helper
  • 3 Funeral Attendant
  • 3 Home Entertainment Installer
  • 3 Interior Designer
  • 2 Dietetic Technician
  • 2 Log Scaler
  • 2 Nursery Worker
  • 1 Conveyor Operator
  • 1 Florist
  • 1 Forest Worker
  • 1 Social and Human Service Assistant
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