Exploratory Data Analysis Introduction:
Exploratory Data Analysis (EDA) is the initial investigative phase of data analysis where patterns, trends, and relationships within a dataset are identified and understood through summary statistics and visualizations. It helps generate hypotheses, guide feature selection, and provide insights for informed decision-making.
The project presents EDA on the ds_salaries
dataset, focusing on job titles and salaries.
EDA on the ds_salaries
dataset, focusing on job titles and salaries.
- Grouped Job Titles into Broader Categories.
- Addressed Outliers.
- Visualized Salary Distribution using Bar Plots.
- Illustrated Job Role Distribution with a Pie Chart.
For details, refer to the code and visualizations. Reach out for questions/suggestions.