wlteo / exploratory-data-analysis-data-analyst-jobs

Exploratory data analysis of a data analyst jobs data set (how many times have i said data already?)

exploratory-data-analysis-data-analyst-jobs

Exploratory data analysis of a data analyst jobs data set (how many times have i said data already?)

About this data

This dataset was created by picklesueat and contains more than 2000 job listing for data analyst positions, with features such as:

• Salary Estimate
• Location
• Company Rating
• Job Description
• and more.

List of things we will explore:

• Which sectors and industries pay the highest?
• Which sectors and industries have the most available jobs?

There's no point finding out which industry/sectors pays handsomely if there are only a handful of jobs available right?

• The top and bottom 25 cities in terms of salaries
• States that pay the best salaries
• Effect of Company Size/Age on salaries

Do larger or older companies pay more? We find out!

• How much better do senior-level jobs pay?

Tools and Skills Used

• Tools: pandas, matplotlib, seaborn
• Skills: wrangling data, creation of useful new columns from existing ones

Read the analysis

Check out the notebook here!