The Sparks Foundation-Task-3

Exploratory Data Analysis

TASK-3 : Perform ‘Exploratory Data Analysis’ on dataset ‘SampleSuperstore’ As a business manager, try to find out the weak areas where one can work to make more profit. Explore and derive all business problems from data.

Steps-

1. Import the required libraries
2. Load the SampleSuperstore dataset
3. Checking the concise summary of our data
4. Checking for missing values
5. Checking for duplicate data
6. Dropping the irrelevant columns
7. Checking the statistical relation between various rows and columns
8. Data Visualization
9. Visualization of the Variables
10. Observations
11. Conclusion