Context

Discovering how mobile the massage therapy business is and pulled other information from the web on all 50 states gathered from the first 5 pages of yellowpages.com, apartments.com, indeed.com and some cities that were the 10 top populated cities in each state to pull these business and job listings, with functions created to calculated the advertised hourly or annual salary in all listings per city then sum up per state. R was used entirely for this project. https://github.com/JanJanJan2018/LMT-State-Licensing-Database has most of the documents and scripts that were used. Many jobs and businesses available. Most businesses are from July 27, 2020 and the jobs are from August 12,2020. The median income is from data.census.gov for 2018 data. Chiropractors, massage therapists or LMTs for licensed ...., physical therapists, nurses, medical doctors, auto body repair technician, personal trainer, cashier, warehouse, tutor, nanny, housecleaner, clerical, data analyst, data scientist, remote, etc for jobs, and businesses include yellow page listings for jails, colleges, coffee shops, convalescent homes, wellness centers, massage spas, tanning shops, chiropractic businesses, collision repair shops, etc. The yellow pages listings take all day for the script to grab, so it isn't used as frequently, the apartment listings are quick and done as often as the indeed scrapes. The apartment prices are the average of the minimum range, maximum range, and average of the two per city of the 10 most populated cities in each state last pulled August 12, 2020.

Content

see above

Acknowledgements

available internet data from indeed, yellowpages, apartments .com and census data from data.gov

Inspiration

Dumbing down the quality of work people think they are too expensive for so I can get a job. Make the higher ups work that much less valuable, while exploring concepts and staying educated and up to date and relevant.