05/12/2020

 

## Warning: `mutate_each_()` is deprecated as of dplyr 0.7.0.
## Please use `across()` instead.
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Goal: Explore Data Scientists Jobs extracted from Glassdoor

Dataset:

  • It is pulled from Kaggle.

  • Consists of 3,909 rows and 17 columns with features that include Job Title, Salary Estimate, Location, Company Rating, Job Description, and more.

  • Data Inclusions/Exclusions

  • Final data counts used in the analysis is 2,808.

Assumption: Set all job levels to Junior if not explicitly specified as Senior, Lead, Principal.

## `summarise()` ungrouping output (override with `.groups` argument)
## `summarise()` regrouping output by 'company.name' (override with `.groups` argument)

## `summarise()` ungrouping output (override with `.groups` argument)
## `summarise()` regrouping output by 'industry' (override with `.groups` argument)

## `summarise()` ungrouping output (override with `.groups` argument)
## `summarise()` regrouping output by 'type.of.ownership', 'job.level' (override with `.groups` argument)

References

  1. Larxel, July 2020, Data Scientist Jobs, Version 1, viewed 27 November 2020, https://kaggle.com/andrewmvd/data-scientist-jobs/version/1.
  2. Miller, K., June 2020, 11 Data Science Careers Shaping our Future, Northeastern University, Graduate Programs, viewed 29 November 2020, https://www.northeastern.edu/graduate/blog/data-science-careers-shaping-our-future/.
  3. ODS Open Data Soft. (n.d.), US Zip Code Latitude and Longitude, viewed 30 November 2020, https://public.opendatasoft.com/explore/dataset/us-zip-code-latitude-and-longitude/export/.