I have done exploratory data analysis to find out 20+ insights from the data science job salary dataset. Do check out for your reference to find intersting insights from a tabular dataset.
In this exploratory data analysis project we will find 20+ insights from the data science job salary dataset. we will see amazing insights from the salaries of various job roles, their distribution, their classifications, and the types of roles that are hot in the industry.
We will also create a Wordcloud of job titles and employees' residences with their company location analysis
- Mean salary by each level of experience
- Distribution curve of salary in USD
- Histogram of salary in USD
- Experience level VS. Remote ratio
- Salary in USD for each type of employment
- Salary in USD for each level of experience
- Top 5 Employee residence with the highest salary paid
- Last 5 employee residence with least salary paid
- Salary paid by company size
- Salary paid at each remote ratio
- Relative share of employees by remote work
- Relative share of employees by company size
- Pivot table of maximum salary by company size and remote ratio
- Number of employees by year of joining
- Number of employees by Exp. level, Employment type, Company size, and Remote ratio
- Which country has employed more employees in the data science domain?
- Top 5 countries by which employees are employed
- Which is the most popular job title??
- Distribution of employees by experience level and company size
- Distribution of employees by salaries